# embeddings_queue

created_at: 2025-03-05 15:16:44
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_installation_maintenance_and_repair_aircraft_and_avionics_equipment_mechanics_and_technicians.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_installation_maintenance_and_repair_aircraft_and_avionics_equipment_mechanics_and_technicians.md", "filename": "bls_gov_ooh_installation_maintenance_and_repair_aircraft_and_avionics_equipment_mechanics_and_technicians.md", "title": "bls_gov_ooh_installation_maintenance_and_repair_aircraft_and_avionics_equipment_mechanics_and_technicians", "hash": "c40f720d5d8d2f17edf1ec680b6ef9b8", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Aircraft and Avionics Equipment Mechanics and Technicians: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Aircraft and avionics equipment mechanics and technicians install, test, adjust, and repair equipment and systems in aircraft.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/installation-maintenance-and-repair/aircraft-and-avionics-equipment-mechanics-and-technicians.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=oByvKU2CwHs.](https://www.youtube.com/watch?v=oByvKU2CwHs)| Quick Facts: Aircraft and Avionics Equipment Mechanics and Technicians | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $75,400 per year $36.25 per hour |\n\n\\| Typical Entry-Level Education | Postsecondary nondegree award |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 163,300 |\n\n\\| Job Outlook, 2023-33 | 5% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 8,900 |\n\nQF\n\n### [What Aircraft and Avionics Equipment Mechanics and Technicians Do](#tab-2)\n\nAircraft and avionics equipment mechanics and technicians install, test, adjust, and repair equipment and systems in aircraft.\n\n### [Work Environment](#tab-3)\n\nAircraft and avionics equipment mechanics and technicians work in hangars, in repair stations, or on airfields. The environment\u00a0may be loud because of aircraft engines and equipment.\n\n### [How to Become an Aircraft and Avionics Equipment Mechanic or Technician](#tab-4)\n\nAircraft and avionics equipment mechanics and technicians typically need postsecondary education, such as a certificate from a[Federal Aviation Administration](https://www.faa.gov/)(FAA)-approved program. Some enter the occupation with an associate\u2019s degree; others have a high school diploma and train on the job or in the military.\n\n### [Pay](#tab-5)\n\nThe median annual wage for aircraft mechanics and service technicians was $75,020 in May 2023.\n\nThe median annual wage for avionics technicians was $77,420 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof aircraft and avionics equipment mechanics and technicians is projected to grow \t\t\t\t\t\t\t 5 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 13,400 openings for aircraft and avionics equipment mechanics and technicians are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for aircraft and avionics equipment mechanics and technicians.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of aircraft and avionics equipment mechanics and technicians with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about aircraft and avionics equipment mechanics and technicians by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:44
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_how_to_find_a_job_home.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_how_to_find_a_job_home.md", "filename": "bls_gov_ooh_how_to_find_a_job_home.md", "title": "bls_gov_ooh_how_to_find_a_job_home", "hash": "239c72994481043b1fca8a86ff427c43", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"How to find a job: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/how-to-find-a-job/\",\n    \"date\": \"2023-04-26\",\n    \"text\": [\n\nPERCUSSION INNER START\n\n- [OOH HOME](/ooh/home.htm)|\n\n- [OCCUPATION FINDER](/ooh/occupation-finder.htm)|\n\n- [OOH FAQ](/ooh/about/ooh-faqs.htm)|\n\n- [HOW TO FIND A JOB](/ooh/how-to-find-a-job/home.htm)|\n\n- [A-Z INDEX](/ooh/a-z-index.htm)|\n\n- [OOH SITE MAP](/ooh/ooh-site-map.htm)\n\n[Occupational Outlook Handbook](/ooh/home.htm)>[How to find a Job](/ooh/how-to-find-a-job/home.htm)>[How to find a job](#)>\n\n# How to find a job\n\n#### **Using BLS data in a job search**\n\nThe U.S. Bureau of Labor Statistics (BLS) can help you explore occupations, glimpse job outlook, and find wage data for where you live or work. BLS information includes detail on the education, training, and experience typically required for hundreds of occupations. Read on to discover a few of the ways you can use BLS data in your job search.\n\n#### **Exploring careers**\n\nLearning about occupations is easy using the[Occupational Outlook Handbook (OOH)](https://www.bls.gov/ooh/). To help you get started, the OOH homepage has quick links to hot topics like the[highest paying](https://www.bls.gov/ooh/highest-paying.htm)occupations and those with the[fastest projected growth](https://www.bls.gov/ooh/fastest-growing.htm). You can also select different combinations of pay ranges, education and training requirements, and projections data for a list of occupations that meet your criteria.\n\n| | Understanding wages where you live and work The Occupational Employment and Wages Statistics (OEWS) program produces employment and wage estimates for occupations. These estimates are available for each occupation at the national, state, and metropolitan and nonmetropolitan area levels. You can use the OEWS Occupational Profiles to discover top-paying industries and geographic areas\u2014or use OEWS estimates to explore the top-paying occupations for your area. How much could I be earning? Using OEWS data during salary negotiations (HTML) (PDF) Where are the jobs in my field? How OEWS can take the mystery out of your job search (HTML) (PDF) |\n\n\\| --- | --- |\n\n\\| | Uncovering occupational requirements The Occupational Requirement Survey (ORS) provides job-related information regarding physical demands; environmental conditions; education, training, and experience; and cognitive and mental requirements for jobs in the U.S. economy. |\n\n\\| | Using U.S. Department of Labor resources The U.S. Department of Labor (DOL), the parent agency of BLS, offers additional information for jobseekers. For example, CareerOneStop Job Search resources can help with preparing a resume, networking, interviewing, negotiating salary, finding job openings, and more. |\n\n> \n\nBLS CITATIONSuggested Citation**Suggested citation:**\n\nBureau of Labor Statistics, U.S. Department of Labor,Occupational Outlook Handbook, How to find a job,\n\n/Suggested Citation/BLS CITATION\n\n**Last Modified Date:**Wednesday, April 26, 2023\n\nPERCUSSION INNER ENDRecommend this page using:[Facebook](javascript:void(0);)[Twitter](javascript:void(0);)[LinkedIn](javascript:void(0);)<div><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\"><img src=\\\"/images/icons/google.png\\\"></a><span><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\">Google+</a></span></div>\n    ]\n}"}


created_at: 2025-03-05 15:16:44
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_images_157191.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_images_157191.md", "filename": "bls_gov_ooh_images_157191.md", "title": "bls_gov_ooh_images_157191", "hash": "08c462ba08e053178c64ec20e0634372", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"\",\n    \"description\": \"\",\n    \"source\": \".\\bls_gov_ooh_images_157191_htm.htm\",\n    \"link\": \"file://.\\bls_gov_ooh_images_157191_htm.htm\",\n    \"text\": [\n\n\n    ]\n}"}


created_at: 2025-03-05 15:16:44
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_installation_maintenance_and_repair_automotive_body_and_glass_repairers.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_installation_maintenance_and_repair_automotive_body_and_glass_repairers.md", "filename": "bls_gov_ooh_installation_maintenance_and_repair_automotive_body_and_glass_repairers.md", "title": "bls_gov_ooh_installation_maintenance_and_repair_automotive_body_and_glass_repairers", "hash": "6b10d0be4953a04eed0349f7a4a17bd8", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Automotive Body and Glass Repairers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Automotive body and glass repairers restore, refinish, and replace vehicle bodies and frames, windshields, and window glass.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/installation-maintenance-and-repair/automotive-body-and-glass-repairers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=UrdVq0hQm2Q.](https://www.youtube.com/watch?v=UrdVq0hQm2Q)| Quick Facts: Automotive Body and Glass Repairers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $48,450 per year $23.29 per hour |\n\n\\| Typical Entry-Level Education | High school diploma or equivalent |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | See How to Become One |\n\n\\| Number of Jobs, 2023 | 190,900 |\n\n\\| Job Outlook, 2023-33 | 1% (Slower than average) |\n\n\\| Employment Change, 2023-33 | 2,600 |\n\nQF\n\n### [What Automotive Body and Glass Repairers Do](#tab-2)\n\nAutomotive body and glass repairers restore, refinish, and replace vehicle bodies and frames, windshields, and window glass.\n\n### [Work Environment](#tab-3)\n\nAutomotive body repairers work indoors in body shops, which are often noisy. Shops are typically well ventilated, so that dust and paint fumes can be dispersed. Repairers sometimes work in awkward and cramped positions, and their work can be physically demanding.\n\nAutomotive glass installers and repairers often travel to the customer\u2019s location to repair damaged windshields and window glass.\n\n### [How to Become an Automotive Body or Glass Repairer](#tab-4)\n\nMost employers prefer to hire automotive body and glass repairers who have completed a training program in automotive body or glass repair. Still, many new automotive body and glass repairers begin work without previous training. Industry certification is becoming increasingly important.\n\n### [Pay](#tab-5)\n\nThe median annual wage for automotive body and related repairers was $48,740 in May 2023.\n\nThe median annual wage for automotive glass installers and repairers was $45,320 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof automotive body and glass repairers is projected to grow \t\t\t\t\t\t\t 1 percent from 2023 to 2033, slower than the average for all occupations.\n\nDespite limited employment growth, about 15,700 openings for automotive body and glass repairers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Most of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for automotive body and glass repairers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of automotive body and glass repairers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about automotive body and glass repairers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:44
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_highest_paying.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_highest_paying.md", "filename": "bls_gov_ooh_highest_paying.md", "title": "bls_gov_ooh_highest_paying", "hash": "4ea112766456792dd0500b1287a02245", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Highest Paying Occupations: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"List of Highest Paying Occupations.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/highest-paying.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\nPERCUSSION INNER STARTfolder_path : //Sites/wwwBlsGov/Publications/OOH\n\n- [OOH HOME](/ooh/home.htm)|\n\n- [OCCUPATION FINDER](/ooh/occupation-finder.htm)|\n\n- [OOH FAQ](/ooh/about/ooh-faqs.htm)|\n\n- [HOW TO FIND A JOB](/ooh/how-to-find-a-job/home.htm)|\n\n- [A-Z INDEX](/ooh/a-z-index.htm)|\n\n- [OOH SITE MAP](/ooh/ooh-site-map.htm)\n\n[Occupational Outlook Handbook](/ooh/home.htm)>\n\n# Highest Paying Occupations\n\n[PRINTER-FRIENDLY](/ooh/print/highest-paying.htm)\n\n**Highest paying occupations:**20 occupations with the highest median annual pay.\n\n*Click on an occupation name to see the full occupational profile.*\n\n| OCCUPATION | 2023 MEDIAN PAY |\n\n\\| --- | --- |\n\n\\| Anesthesiologists | This wage is equal to or greater than $239,200 per year |\n\n\\| Orthodontists | This wage is equal to or greater than $239,200 per year |\n\n\\| Oral and maxillofacial surgeons | This wage is equal to or greater than $239,200 per year |\n\n\\| Surgeons, all other | This wage is equal to or greater than $239,200 per year |\n\n\\| Pediatric surgeons | This wage is equal to or greater than $239,200 per year |\n\n\\| Orthopedic surgeons, except pediatric | This wage is equal to or greater than $239,200 per year |\n\n\\| Ophthalmologists, except pediatric | This wage is equal to or greater than $239,200 per year |\n\n\\| Radiologists | This wage is equal to or greater than $239,200 per year |\n\n\\| Psychiatrists | This wage is equal to or greater than $239,200 per year |\n\n\\| Physicians, pathologists | This wage is equal to or greater than $239,200 per year |\n\n\\| Obstetricians and gynecologists | This wage is equal to or greater than $239,200 per year |\n\n\\| Neurologists | This wage is equal to or greater than $239,200 per year |\n\n\\| Emergency medicine physicians | This wage is equal to or greater than $239,200 per year |\n\n\\| Dermatologists | This wage is equal to or greater than $239,200 per year |\n\n\\| Cardiologists | This wage is equal to or greater than $239,200 per year |\n\n\\| Physicians, all other | $236,000 per year |\n\n\\| Prosthodontists | $234,000 per year |\n\n\\| Dentists, all other specialists | $227,690 per year |\n\n\\| Family medicine physicians | $224,640 per year |\n\n\\| General internal medicine physicians | $223,310 per year |\n\n**Last Modified Date:**Thursday, August 29, 2024\n\nPERCUSSION INNER ENDRecommend this page using:[Facebook](javascript:void(0);)[Twitter](javascript:void(0);)[LinkedIn](javascript:void(0);)<div><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\"><img src=\\\"/images/icons/google.png\\\"></a><span><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\">Google+</a></span></div>\n    ]\n}"}


created_at: 2025-03-05 15:16:44
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_installation_maintenance_and_repair_calibration_technologists_and_technicians.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_installation_maintenance_and_repair_calibration_technologists_and_technicians.md", "filename": "bls_gov_ooh_installation_maintenance_and_repair_calibration_technologists_and_technicians.md", "title": "bls_gov_ooh_installation_maintenance_and_repair_calibration_technologists_and_technicians", "hash": "085a67da613623f6321491748915a899", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Calibration Technologists and Technicians: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Calibration technologists and technicians inspect, adjust, and test measurement devices against standards, such as those used in manufacturing, healthcare, and other industries.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/installation-maintenance-and-repair/calibration-technologists-and-technicians.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\n| Quick Facts: Calibration Technologists and Technicians | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $62,790 per year $30.19 per hour |\n\n\\| Typical Entry-Level Education | Associate's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 13,800 |\n\n\\| Job Outlook, 2023-33 | 6% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 800 |\n\nQF\n\n### [What Calibration Technologists and Technicians Do](#tab-2)\n\nCalibration technologists and technicians inspect, adjust, and test measurement devices against standards, such as those used in manufacturing, healthcare, and other industries.\n\n### [Work Environment](#tab-3)\n\nCalibration technologists and technicians work in a variety of settings. Most work full time.\n\n### [How to Become a Calibration Technologist or Technician](#tab-4)\n\nCalibration technologists and technicians typically need an associate\u2019s degree or other postsecondary training in a technical or scientific field. Some\u00a0enter the occupation with a high school diploma and learn their skills on the job.\n\n### [Pay](#tab-5)\n\nThe median annual wage for calibration technologists and technicians was $62,790 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof calibration technologists and technicians is projected to grow \t\t\t\t\t\t\t 6 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 1,300 openings for calibration technologists and technicians are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for calibration technologists and technicians.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of calibration technologists and technicians with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about calibration technologists and technicians by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:44
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_installation_maintenance_and_repair_electrical_and_electronics_installers_and_repairers.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_installation_maintenance_and_repair_electrical_and_electronics_installers_and_repairers.md", "filename": "bls_gov_ooh_installation_maintenance_and_repair_electrical_and_electronics_installers_and_repairers.md", "title": "bls_gov_ooh_installation_maintenance_and_repair_electrical_and_electronics_installers_and_repairers", "hash": "fde16da27d31307efa0b9262491ce186", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Electrical and Electronics Installers and Repairers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Electrical and electronics installers and repairers install or repair a variety of electrical equipment.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/installation-maintenance-and-repair/electrical-and-electronics-installers-and-repairers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=LkbntRI3ihw.](https://www.youtube.com/watch?v=LkbntRI3ihw)| Quick Facts: Electrical and Electronics Installers and Repairers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $67,220 per year $32.32 per hour |\n\n\\| Typical Entry-Level Education | See How to Become One |\n\n\\| Work Experience in a Related Occupation | See How to Become One |\n\n\\| On-the-job Training | See How to Become One |\n\n\\| Number of Jobs, 2023 | 119,600 |\n\n\\| Job Outlook, 2023-33 | 1% (Slower than average) |\n\n\\| Employment Change, 2023-33 | 1,100 |\n\nQF\n\n### [What Electrical and Electronics Installers and Repairers Do](#tab-2)\n\nElectrical and electronics installers and repairers install or repair a variety of electrical equipment.\n\n### [Work Environment](#tab-3)\n\nMany electrical and electronics installers and repairers work in repair shops or in factories. Installers and repairers may have to lift heavy equipment and work in awkward positions. The majority work full time.\n\n### [How to Become an Electrical or Electronics Installer and Repairer](#tab-4)\n\nElectrical and electronics installers and repairers need at least a high school education, but most specializations require further preparation through advanced education, apprenticeship training, or work experience.\n\n### [Pay](#tab-5)\n\nThe median annual wage for electrical and electronics installers and repairers was $67,220 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof electrical and electronics installers and repairers is projected to grow \t\t\t\t\t\t\t 1 percent from 2023 to 2033, slower than the average for all occupations.\n\nDespite limited employment growth, about 10,100 openings for electrical and electronics installers and repairers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Most of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for electrical and electronics installers and repairers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of electrical and electronics installers and repairers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about electrical and electronics installers and repairers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:44
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_installation_maintenance_and_repair_general_maintenance_and_repair_workers.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_installation_maintenance_and_repair_general_maintenance_and_repair_workers.md", "filename": "bls_gov_ooh_installation_maintenance_and_repair_general_maintenance_and_repair_workers.md", "title": "bls_gov_ooh_installation_maintenance_and_repair_general_maintenance_and_repair_workers", "hash": "b544342586b09a4463bf0cb71c851e56", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"General Maintenance and Repair Workers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"General maintenance and repair workers fix and maintain machines, mechanical equipment, and buildings.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/installation-maintenance-and-repair/general-maintenance-and-repair-workers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=I_mhZjRcH5s.](https://www.youtube.com/watch?v=I_mhZjRcH5s)| Quick Facts: General Maintenance and Repair Workers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $46,700 per year $22.45 per hour |\n\n\\| Typical Entry-Level Education | High school diploma or equivalent |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Moderate-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 1,616,500 |\n\n\\| Job Outlook, 2023-33 | 5% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 81,800 |\n\nQF\n\n### [What General Maintenance and Repair Workers Do](#tab-2)\n\nGeneral maintenance and repair workers fix and maintain machines, mechanical equipment, and buildings.\n\n### [Work Environment](#tab-3)\n\nGeneral maintenance and repair workers often carry out many different tasks in a single day. They could work at any number of indoor or outdoor locations. They may work inside a single building, such as a hotel or hospital, or be responsible for the maintenance of many buildings, such as those in an apartment complex or on a college campus.\n\n### [How to Become a General Maintenance and Repair Worker](#tab-4)\n\nJobs in this occupation typically require a high school diploma or equivalent. General maintenance and repair workers often learn their skills on the job for several years. They start out performing simple tasks while watching and learning from skilled maintenance workers.\n\n### [Pay](#tab-5)\n\nThe median annual wage for general maintenance and repair workers was $46,700 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof general maintenance and repair workers is projected to grow \t\t\t\t\t\t\t 5 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 157,200 openings for general maintenance and repair workers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for general maintenance and repair workers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of general maintenance and repair workers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about general maintenance and repair workers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:44
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_installation_maintenance_and_repair_diesel_service_technicians_and_mechanics.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_installation_maintenance_and_repair_diesel_service_technicians_and_mechanics.md", "filename": "bls_gov_ooh_installation_maintenance_and_repair_diesel_service_technicians_and_mechanics.md", "title": "bls_gov_ooh_installation_maintenance_and_repair_diesel_service_technicians_and_mechanics", "hash": "912be4f0a0bbff363223860c9955618e", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Diesel Service Technicians and Mechanics: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Diesel service technicians and mechanics inspect, repair, and overhaul buses, trucks, or any vehicle with a diesel engine.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/installation-maintenance-and-repair/diesel-service-technicians-and-mechanics.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=-PcpkHT8xaU.](https://www.youtube.com/watch?v=-PcpkHT8xaU)| Quick Facts: Diesel Service Technicians and Mechanics | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $58,970 per year $28.35 per hour |\n\n\\| Typical Entry-Level Education | High school diploma or equivalent |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Long-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 300,200 |\n\n\\| Job Outlook, 2023-33 | 3% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 8,500 |\n\nQF\n\n### [What Diesel Service Technicians and Mechanics Do](#tab-2)\n\nDiesel service technicians and mechanics inspect, repair, and overhaul buses, trucks, or any vehicle with a diesel engine.\n\n### [Work Environment](#tab-3)\n\nDiesel service technicians and mechanics usually work in well-ventilated and sometimes noisy repair shops. They occasionally repair vehicles on roadsides or at worksites. Most diesel technicians work full time, and overtime and evening shifts are common.\n\n### [How to Become a Diesel Service Technician or Mechanic](#tab-4)\n\nAlthough most diesel service technicians and mechanics learn on the job after a high school education, employers are increasingly preferring applicants who have completed postsecondary training programs in diesel engine repair. In addition, industry certification may be important.\n\n### [Pay](#tab-5)\n\nThe median annual wage for diesel service technicians and mechanics was $58,970 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof diesel service technicians and mechanics is projected to grow \t\t\t\t\t\t\t 3 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 25,600 openings for diesel service technicians and mechanics are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for diesel service technicians and mechanics.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of diesel service technicians and mechanics with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about diesel service technicians and mechanics by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:44
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_installation_maintenance_and_repair_automotive_service_technicians_and_mechanics.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_installation_maintenance_and_repair_automotive_service_technicians_and_mechanics.md", "filename": "bls_gov_ooh_installation_maintenance_and_repair_automotive_service_technicians_and_mechanics.md", "title": "bls_gov_ooh_installation_maintenance_and_repair_automotive_service_technicians_and_mechanics", "hash": "d496eab31609dc665bb43e6d6b4fc380", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Automotive Service Technicians and Mechanics: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Automotive service technicians and mechanics inspect, maintain, and repair cars and light trucks.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/installation-maintenance-and-repair/automotive-service-technicians-and-mechanics.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=ARAUXc6Cbxw.](https://www.youtube.com/watch?v=ARAUXc6Cbxw)| Quick Facts: Automotive Service Technicians and Mechanics | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $47,770 per year $22.96 per hour |\n\n\\| Typical Entry-Level Education | Postsecondary nondegree award |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Short-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 794,600 |\n\n\\| Job Outlook, 2023-33 | 3% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 21,200 |\n\nQF\n\n### [What Automotive Service Technicians and Mechanics Do](#tab-2)\n\nAutomotive service technicians and mechanics inspect, maintain, and repair cars and light trucks.\n\n### [Work Environment](#tab-3)\n\nMost automotive service technicians and mechanics work in well-ventilated and well-lit repair shops. Although technicians often identify and fix automotive problems with computers, they commonly work with greasy parts and tools, sometimes in uncomfortable positions.\n\n### [How to Become an Automotive Service Technician or Mechanic](#tab-4)\n\nEmployers prefer that automotive service technicians and mechanics complete a program at a postsecondary institution. Industry certification is usually required once the person is employed.\n\n### [Pay](#tab-5)\n\nThe median annual wage for automotive service technicians and mechanics was $47,770 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof automotive service technicians and mechanics is projected to grow \t\t\t\t\t\t\t 3 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 67,800 openings for automotive service technicians and mechanics are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for automotive service technicians and mechanics.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of automotive service technicians and mechanics with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about automotive service technicians and mechanics by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:44
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_installation_maintenance_and_repair_industrial_machinery_mechanics_and_maintenance_workers_and_millwrights.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_installation_maintenance_and_repair_industrial_machinery_mechanics_and_maintenance_workers_and_millwrights.md", "filename": "bls_gov_ooh_installation_maintenance_and_repair_industrial_machinery_mechanics_and_maintenance_workers_and_millwrights.md", "title": "bls_gov_ooh_installation_maintenance_and_repair_industrial_machinery_mechanics_and_maintenance_workers_and_millwrights", "hash": "c62067d050ac1c1bc6f1ee453726d663", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Industrial Machinery Mechanics, Machinery Maintenance Workers, and Millwrights: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Industrial machinery mechanics, machinery maintenance workers, and millwrights install, maintain, and repair factory equipment and other industrial machinery.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/installation-maintenance-and-repair/industrial-machinery-mechanics-and-maintenance-workers-and-millwrights.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=ROJQXBuEnEY.](https://www.youtube.com/watch?v=ROJQXBuEnEY)| Quick Facts: Industrial Machinery Mechanics, Machinery Maintenance Workers, and Millwrights | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $61,170 per year $29.41 per hour |\n\n\\| Typical Entry-Level Education | High school diploma or equivalent |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | See How to Become One |\n\n\\| Number of Jobs, 2023 | 530,800 |\n\n\\| Job Outlook, 2023-33 | 15% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 80,400 |\n\nQF\n\n### [What Industrial Machinery Mechanics, Machinery Maintenance Workers, and Millwrights Do](#tab-2)\n\nIndustrial machinery mechanics, machinery maintenance workers, and millwrights install, maintain, and repair factory equipment and other industrial machinery.\n\n### [Work Environment](#tab-3)\n\nWorkers in this occupation must follow safety precautions and use protective equipment, such as hardhats, safety glasses, and hearing protectors. Most work full time in manufacturing facilities. However, they may be on call and work night or weekend shifts. Overtime is common.\n\n### [How to Become an Industrial Machinery Mechanic, Machinery Maintenance Worker, or Millwright](#tab-4)\n\nIndustrial machinery mechanics, machinery maintenance workers, and millwrights typically need a high school diploma. Industrial machinery mechanics and machinery maintenance workers also usually need at least a year of on-the-job training. Most millwrights go through an apprenticeship program that may last up to 4 years.\n\n### [Pay](#tab-5)\n\nThe median annual wage for industrial machinery mechanics, machinery maintenance workers, and millwrights was $61,170 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof industrial machinery mechanics, machinery maintenance workers, and millwrights is projected to grow \t\t\t\t\t\t\t 15 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 53,000 openings for industrial machinery mechanics, machinery maintenance workers, and millwrights are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for industrial machinery mechanics, machinery maintenance workers, and millwrights.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of industrial machinery mechanics, machinery maintenance workers, and millwrights with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about industrial machinery mechanics, machinery maintenance workers, and millwrights by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:44
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_installation_maintenance_and_repair_home.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_installation_maintenance_and_repair_home.md", "filename": "bls_gov_ooh_installation_maintenance_and_repair_home.md", "title": "bls_gov_ooh_installation_maintenance_and_repair_home", "hash": "31ce1c9c717f294f0287f7afa04e0cf4", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Installation, Maintenance, and Repair Occupations: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/installation-maintenance-and-repair/\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\nPERCUSSION INNER STARTfolder_path : //Sites/wwwBlsGov/Publications/OOH/Installation-Maintenance-and-Repair\n\n- [OOH HOME](/ooh/home.htm)|\n\n- [OCCUPATION FINDER](/ooh/occupation-finder.htm)|\n\n- [OOH FAQ](/ooh/about/ooh-faqs.htm)|\n\n- [HOW TO FIND A JOB](/ooh/how-to-find-a-job/home.htm)|\n\n- [A-Z INDEX](/ooh/a-z-index.htm)|\n\n- [OOH SITE MAP](/ooh/ooh-site-map.htm)\n\n[Occupational Outlook Handbook](/ooh/home.htm)>[Installation, Maintenance, and Repair](/ooh/installation-maintenance-and-repair/home.htm)>\n\n# Installation, Maintenance, and Repair Occupations\n\n[PRINTER-FRIENDLY](/ooh/installation-maintenance-and-repair/print/home.htm)\n\nThese workers set up, take care of, and fix many types of goods and equipment.\n\nOverall employment in installation, maintenance, and repair occupations is projected to grow about as fast as the average for all occupations from 2023 to 2033. About 606,200 openings are projected each year, on average, in these occupations due to employment growth and the need to replace workers who leave the occupations permanently.\n\nThe median annual wage for this group was $53,920 in May 2023, which was higher than the median annual wage for all occupations of $48,060.\n\nBLS employment projections, wage, and other data for related occupations not shown in the following table are available on the[Data for Occupations Not Covered in Detail](https://www.bls.gov/ooh/about/data-for-occupations-not-covered-in-detail.htm#Installation,%20maintenance,%20and%20repair%20occupations)page. Information highlighting physical demands, cognitive and mental requirements, and other qualifications for workers in this group are available in a BLS[Occupational Requirements Survey](https://www.bls.gov/ors/factsheet/pdf/installation-maintenance-and-repair-occupations.pdf)(ORS) profile.\n\n| Image | OCCUPATION | JOB SUMMARY | ENTRY-LEVEL EDUCATION | 2023 MEDIAN PAY |\n\n\\| --- | --- | --- | --- | --- |\n\n\\| | Aircraft and Avionics Equipment Mechanics and Technicians | Aircraft and avionics equipment mechanics and technicians install, test, adjust, and repair equipment and systems in aircraft. | Postsecondary nondegree award | $75,400 |\n\n\\| | Automotive Body and Glass Repairers | Automotive body and glass repairers restore, refinish, and replace vehicle bodies and frames, windshields, and window glass. | High school diploma or equivalent | $48,450 |\n\n\\| | Automotive Service Technicians and Mechanics | Automotive service technicians and mechanics inspect, maintain, and repair cars and light trucks. | Postsecondary nondegree award | $47,770 |\n\n\\| | Calibration Technologists and Technicians | Calibration technologists and technicians inspect, adjust, and test measurement devices against standards, such as those used in manufacturing, healthcare, and other industries. | Associate's degree | $62,790 |\n\n\\| | Diesel Service Technicians and Mechanics | Diesel service technicians and mechanics inspect, repair, and overhaul buses, trucks, or any vehicle with a diesel engine. | High school diploma or equivalent | $58,970 |\n\n\\| | Electrical and Electronics Installers and Repairers | Electrical and electronics installers and repairers install or repair a variety of electrical equipment. | See How to Become One | $67,220 |\n\n\\| | General Maintenance and Repair Workers | General maintenance and repair workers fix and maintain machines, mechanical equipment, and buildings. | High school diploma or equivalent | $46,700 |\n\n\\| | Heating, Air Conditioning, and Refrigeration Mechanics and Installers | Heating, air conditioning, and refrigeration mechanics and installers work on heating, ventilation, cooling, and refrigeration systems. | Postsecondary nondegree award | $57,300 |\n\n\\| | Heavy Vehicle and Mobile Equipment Service Technicians | Heavy vehicle and mobile equipment service technicians inspect, maintain, and repair vehicles and machinery used in construction, farming, and other industries. | High school diploma or equivalent | $61,000 |\n\n\\| | Industrial Machinery Mechanics, Machinery Maintenance Workers, and Millwrights | Industrial machinery mechanics, machinery maintenance workers, and millwrights install, maintain, and repair factory equipment and other industrial machinery. | High school diploma or equivalent | $61,170 |\n\n\\| | Electrical Power-Line Installers and Repairers | Electrical power-line installers and repairers install or repair cables or wires used in electrical power or distribution systems. | High school diploma or equivalent | $85,420 |\n\n\\| | Medical Equipment Repairers | Medical equipment repairers install, maintain, and repair patient care equipment. | Associate's degree | $60,670 |\n\n\\| | Small Engine Mechanics | Small engine mechanics inspect, service, and repair motorized power equipment. | See How to Become One | $46,500 |\n\n\\| | Telecommunications Technicians | Telecommunications technicians install, maintain, and repair radio, internet, and other telecommunications infrastructure. | See How to Become One | $62,350 |\n\n\\| | Wind Turbine Technicians | Wind turbine service technicians maintain and repair wind turbines. | Postsecondary nondegree award | $61,770 |\n\n## 2023 Median Pay\n\nThe wage at which half of the workers in the occupation earned more than that amount and half earned less. Median wage data are from the BLS Occupational Employment Statistics survey.\n\n## Entry-level Education\n\nTypical level of education that most workers need to enter this occupation.\n\n**Last Modified Date:**Thursday, August 29, 2024\n\nPERCUSSION INNER ENDRecommend this page using:[Facebook](javascript:void(0);)[Twitter](javascript:void(0);)[LinkedIn](javascript:void(0);)<div><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\"><img src=\\\"/images/icons/google.png\\\"></a><span><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\">Google+</a></span></div>\n    ]\n}"}


created_at: 2025-03-05 15:16:44
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_installation_maintenance_and_repair_heavy_vehicle_and_mobile_equipment_service_technicians.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_installation_maintenance_and_repair_heavy_vehicle_and_mobile_equipment_service_technicians.md", "filename": "bls_gov_ooh_installation_maintenance_and_repair_heavy_vehicle_and_mobile_equipment_service_technicians.md", "title": "bls_gov_ooh_installation_maintenance_and_repair_heavy_vehicle_and_mobile_equipment_service_technicians", "hash": "445112c89da4603a61b912284db06349", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Heavy Vehicle and Mobile Equipment Service Technicians: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Heavy vehicle and mobile equipment service technicians inspect, maintain, and repair vehicles and machinery used in construction, farming, and other industries.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/installation-maintenance-and-repair/heavy-vehicle-and-mobile-equipment-service-technicians.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=-PcpkHT8xaU.](https://www.youtube.com/watch?v=-PcpkHT8xaU)| Quick Facts: Heavy Vehicle and Mobile Equipment Service Technicians | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $61,000 per year $29.33 per hour |\n\n\\| Typical Entry-Level Education | High school diploma or equivalent |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Long-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 259,300 |\n\n\\| Job Outlook, 2023-33 | 9% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 22,600 |\n\nQF\n\n### [What Heavy Vehicle and Mobile Equipment Service Technicians Do](#tab-2)\n\nHeavy vehicle and mobile equipment service technicians inspect, maintain, and repair vehicles and machinery used in construction, farming, and other industries.\n\n### [Work Environment](#tab-3)\n\nService technicians usually work indoors in noisy repair shops. They often lift heavy parts and tools, handle greasy and dirty equipment, and stand or lie in uncomfortable positions. Most service technicians work full time, and many work evenings and weekends.\n\n### [How to Become a Heavy Vehicle or Mobile Equipment Service Technician](#tab-4)\n\nMost heavy vehicle and mobile equipment service technicians have a high school diploma or equivalent. Because vehicle and equipment technology is increasingly sophisticated and computerized, some employers prefer to hire service technicians who have completed a training program at a postsecondary institution.\n\n### [Pay](#tab-5)\n\nThe median annual wage for heavy vehicle and mobile equipment service technicians was $61,000 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof heavy vehicle and mobile equipment service technicians is projected to grow \t\t\t\t\t\t\t 9 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 24,100 openings for heavy vehicle and mobile equipment service technicians are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for heavy vehicle and mobile equipment service technicians.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of heavy vehicle and mobile equipment service technicians with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about heavy vehicle and mobile equipment service technicians by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:44
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_installation_maintenance_and_repair_heating_air_conditioning_and_refrigeration_mechanics_and_installers.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_installation_maintenance_and_repair_heating_air_conditioning_and_refrigeration_mechanics_and_installers.md", "filename": "bls_gov_ooh_installation_maintenance_and_repair_heating_air_conditioning_and_refrigeration_mechanics_and_installers.md", "title": "bls_gov_ooh_installation_maintenance_and_repair_heating_air_conditioning_and_refrigeration_mechanics_and_installers", "hash": "4724b893f7891d9317e85720259e44f9", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Heating, Air Conditioning, and Refrigeration Mechanics and Installers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Heating, air conditioning, and refrigeration mechanics and installers work on heating, ventilation, cooling, and refrigeration systems. \",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/installation-maintenance-and-repair/heating-air-conditioning-and-refrigeration-mechanics-and-installers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=PNcQwekI2KQ.](https://www.youtube.com/watch?v=PNcQwekI2KQ)| Quick Facts: Heating, Air Conditioning, and Refrigeration Mechanics and Installers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $57,300 per year $27.55 per hour |\n\n\\| Typical Entry-Level Education | Postsecondary nondegree award |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Long-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 441,200 |\n\n\\| Job Outlook, 2023-33 | 9% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 40,100 |\n\nQF\n\n### [What Heating, Air Conditioning, and Refrigeration Mechanics and Installers Do](#tab-2)\n\nHeating, air conditioning, and refrigeration mechanics and installers work on heating, ventilation, cooling, and refrigeration systems.\n\n### [Work Environment](#tab-3)\n\nThese workers install and repair systems in homes, schools, hospitals, and other buildings. They may need to work in cramped spaces, outdoors, or in extreme temperatures. Most work full time, and schedules may vary.\n\n### [How to Become a Heating, Air Conditioning, or Refrigeration Mechanic and Installer](#tab-4)\n\nHeating, air conditioning, and refrigeration mechanics and installers typically need a postsecondary nondegree award, although some enter the occupation with less education. Once hired, they typically have a lengthy period of on-the-job training to attain competency. These workers may need a license or certification.\n\n### [Pay](#tab-5)\n\nThe median annual wage for heating, air conditioning, and refrigeration mechanics and installers was $57,300 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof heating, air conditioning, and refrigeration mechanics and installers is projected to grow \t\t\t\t\t\t\t 9 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 42,500 openings for heating, air conditioning, and refrigeration mechanics and installers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for heating, air conditioning, and refrigeration mechanics and installers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of heating, air conditioning, and refrigeration mechanics and installers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about heating, air conditioning, and refrigeration mechanics and installers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_installation_maintenance_and_repair_medical_equipment_repairers.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_installation_maintenance_and_repair_medical_equipment_repairers.md", "filename": "bls_gov_ooh_installation_maintenance_and_repair_medical_equipment_repairers.md", "title": "bls_gov_ooh_installation_maintenance_and_repair_medical_equipment_repairers", "hash": "658420fecd6097dc2ca485fa004bc7e9", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Medical Equipment Repairers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Medical equipment repairers install, maintain, and repair patient care equipment.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/installation-maintenance-and-repair/medical-equipment-repairers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=JOXooel-J7E.](https://www.youtube.com/watch?v=JOXooel-J7E)| Quick Facts: Medical Equipment Repairers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $60,670 per year $29.17 per hour |\n\n\\| Typical Entry-Level Education | Associate's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Moderate-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 67,000 |\n\n\\| Job Outlook, 2023-33 | 18% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 12,300 |\n\nQF\n\n### [What Medical Equipment Repairers Do](#tab-2)\n\nMedical equipment repairers install, maintain, and repair patient care equipment.\n\n### [Work Environment](#tab-3)\n\nAlthough medical equipment repairers usually work during the day, they are sometimes expected to be on call, including evenings and weekends. Because repairing vital medical equipment is urgent, the work is sometimes stressful. Those who work in a patient-caring environment are potentially exposed to germs, diseases, and other health risks.\n\n### [How to Become a Medical Equipment Repairer](#tab-4)\n\nEmployers generally prefer candidates who have an associate\u2019s degree in biomedical technology or engineering. Depending on the area of specialization, repairers may need a bachelor\u2019s degree, especially for advancement.\n\n### [Pay](#tab-5)\n\nThe median annual wage for medical equipment repairers was $60,670 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof medical equipment repairers is projected to grow \t\t\t\t\t\t\t 18 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 7,300 openings for medical equipment repairers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for medical equipment repairers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of medical equipment repairers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about medical equipment repairers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_installation_maintenance_and_repair_small_engine_mechanics.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_installation_maintenance_and_repair_small_engine_mechanics.md", "filename": "bls_gov_ooh_installation_maintenance_and_repair_small_engine_mechanics.md", "title": "bls_gov_ooh_installation_maintenance_and_repair_small_engine_mechanics", "hash": "d0624958d1ad980f5891f14e600bc4e3", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Small Engine Mechanics: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Small engine mechanics inspect, service, and repair motorized power equipment. \",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/installation-maintenance-and-repair/small-engine-mechanics.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=DdeLgPQuR2w.](https://www.youtube.com/watch?v=DdeLgPQuR2w)| Quick Facts: Small Engine Mechanics | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $46,500 per year $22.36 per hour |\n\n\\| Typical Entry-Level Education | See How to Become One |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | See How to Become One |\n\n\\| Number of Jobs, 2023 | 82,100 |\n\n\\| Job Outlook, 2023-33 | 4% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 3,300 |\n\nQF\n\n### [What Small Engine Mechanics Do](#tab-2)\n\nSmall engine mechanics inspect, service, and repair motorized power equipment.\n\n### [Work Environment](#tab-3)\n\nSmall engine mechanics generally work in well-ventilated but noisy repair shops. They sometimes make onsite repair calls, which may require working in poor weather conditions. Although most work full time, seasonal workers often see their hours fluctuate. Workers frequently are busiest during the spring and summer, when equipment use is the highest.\n\n### [How to Become a Small Engine Mechanic](#tab-4)\n\nSmall engine mechanics typically enter the occupation with a high school diploma or postsecondary nondegree award and learn their trade through on-the-job training.\n\n### [Pay](#tab-5)\n\nThe median annual wage for small engine mechanics was $46,500 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof small engine mechanics is projected to grow \t\t\t\t\t\t\t 4 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 8,800 openings for small engine mechanics are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for small engine mechanics.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of small engine mechanics with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about small engine mechanics by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_installation_maintenance_and_repair_line_installers_and_repairers.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_installation_maintenance_and_repair_line_installers_and_repairers.md", "filename": "bls_gov_ooh_installation_maintenance_and_repair_line_installers_and_repairers.md", "title": "bls_gov_ooh_installation_maintenance_and_repair_line_installers_and_repairers", "hash": "26a42cf808346b4f17b3af55cb3527b9", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Electrical Power-Line Installers and Repairers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Electrical power-line installers and repairers install or repair cables or wires used in electrical power or distribution systems.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/installation-maintenance-and-repair/line-installers-and-repairers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=vggk5l7taBs.](https://www.youtube.com/watch?v=vggk5l7taBs)| Quick Facts: Electrical Power-Line Installers and Repairers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $85,420 per year $41.07 per hour |\n\n\\| Typical Entry-Level Education | High school diploma or equivalent |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Long-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 123,400 |\n\n\\| Job Outlook, 2023-33 | 8% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 9,400 |\n\nQF\n\n### [What Electrical Power-Line Installers and Repairers Do](#tab-2)\n\nElectrical power-line installers and repairers install or repair cables or wires used in electrical power or distribution systems.\n\n### [Work Environment](#tab-3)\n\nElectrical power-line installers and repairers encounter serious hazards on the job, including working with high-voltage electricity, often at great heights. The work also can be physically demanding. Most electrical power-line installers and repairers work full time, and some work more than 40 hours per week.\n\n### [How to Become an Electrical Power-Line Installer and Repairer](#tab-4)\n\nTo enter the occupation, electrical power-line installers and repairers typically need a high school diploma or equivalent. To become proficient, they typically require technical instruction and on-the-job training. Apprenticeships are common.\n\n### [Pay](#tab-5)\n\nThe median annual wage for electrical power-line installers and repairers was $85,420 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof electrical power-line installers and repairers is projected to grow \t\t\t\t\t\t\t 8 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 10,700 openings for electrical power-line installers and repairers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for electrical power-line installers and repairers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of electrical power-line installers and repairers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about electrical power-line installers and repairers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_installation_maintenance_and_repair_telecommunications_equipment_installers_and_repairers_except_line_installers.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_installation_maintenance_and_repair_telecommunications_equipment_installers_and_repairers_except_line_installers.md", "filename": "bls_gov_ooh_installation_maintenance_and_repair_telecommunications_equipment_installers_and_repairers_except_line_installers.md", "title": "bls_gov_ooh_installation_maintenance_and_repair_telecommunications_equipment_installers_and_repairers_except_line_installers", "hash": "6bc301a608e3dd61af40687255c08916", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Telecommunications Technicians: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Telecommunications technicians install, maintain, and repair radio, internet, and other telecommunications infrastructure.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/installation-maintenance-and-repair/telecommunications-equipment-installers-and-repairers-except-line-installers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=11bCD2L-Gus.](https://www.youtube.com/watch?v=11bCD2L-Gus)| Quick Facts: Telecommunications Technicians | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $62,350 per year $29.98 per hour |\n\n\\| Typical Entry-Level Education | See How to Become One |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | See How to Become One |\n\n\\| Number of Jobs, 2023 | 276,500 |\n\n\\| Job Outlook, 2023-33 | -3% (Decline) |\n\n\\| Employment Change, 2023-33 | -7,400 |\n\nQF\n\n### [What Telecommunications Technicians Do](#tab-2)\n\nTelecommunications technicians install, maintain, and repair radio, internet, and other telecommunications infrastructure.\n\n### [Work Environment](#tab-3)\n\nMost telecommunications technicians work full time. They may have to work night or weekend shifts to maintain or repair telecommunications networks. Technicians travel frequently to installation and repair sites.\n\n### [How to Become a Telecommunications Technician](#tab-4)\n\nTelecommunications technicians typically need at least a high school diploma or equivalent to enter the occupation. Employers may prefer to hire candidates who have a certificate or associate\u2019s degree. These workers also receive on-the-job training.\n\n### [Pay](#tab-5)\n\nThe median annual wage for telecommunications technicians was $62,350 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof telecommunications technicians is projected to decline \t\t\t\t\t\t\t 3 percent from 2023 to 2033.\n\nDespite declining employment, about 24,600 openings for telecommunications technicians are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t All of those openings are expected to result from the need to replace workers who transfer to other occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for telecommunications technicians.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of telecommunications technicians with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about telecommunications technicians by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_installation_maintenance_and_repair_wind_turbine_technicians.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_installation_maintenance_and_repair_wind_turbine_technicians.md", "filename": "bls_gov_ooh_installation_maintenance_and_repair_wind_turbine_technicians.md", "title": "bls_gov_ooh_installation_maintenance_and_repair_wind_turbine_technicians", "hash": "bbb3711e18f97acc78bb46d30e100768", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Wind Turbine Technicians: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Wind turbine service technicians maintain and repair wind turbines.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/installation-maintenance-and-repair/wind-turbine-technicians.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=UUDzupF5SdU.](https://www.youtube.com/watch?v=UUDzupF5SdU)| Quick Facts: Wind Turbine Technicians | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $61,770 per year $29.70 per hour |\n\n\\| Typical Entry-Level Education | Postsecondary nondegree award |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Long-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 11,400 |\n\n\\| Job Outlook, 2023-33 | 60% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 6,800 |\n\nQF\n\n### [What Wind Turbine Technicians Do](#tab-2)\n\nWind turbine service technicians maintain and repair wind turbines.\n\n### [Work Environment](#tab-3)\n\nWind turbine service technicians generally work outdoors, in confined spaces, and often at great heights. Most windtechs work full time, and they also may be on call in the evening or on weekends.\n\n### [How to Become a Wind Turbine Technician](#tab-4)\n\nWind turbine service technicians typically need a postsecondary nondegree award to enter the occupation. They also typically receive on-the-job training.\n\n### [Pay](#tab-5)\n\nThe median annual wage for wind turbine technicians was $61,770 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof wind turbine technicians is projected to grow \t\t\t\t\t\t\t 60 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 2,100 openings for wind turbine technicians are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for wind turbine technicians.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of wind turbine technicians with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about wind turbine technicians by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_legal_court_reporters.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_legal_court_reporters.md", "filename": "bls_gov_ooh_legal_court_reporters.md", "title": "bls_gov_ooh_legal_court_reporters", "hash": "72bd5aa04bd7708ca719f773807900e9", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Court Reporters and Simultaneous Captioners: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Court reporters create word-for-word transcriptions at trials, depositions, and other legal proceedings. Simultaneous captioners provide similar transcriptions for television or for presentations in other settings, such as press conferences and business meetings, for people who are deaf or hard of hearing.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/legal/court-reporters.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nCourt reporters attend legal proceedings to create word-for-word transcriptions.| Quick Facts: Court Reporters and Simultaneous Captioners | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $63,940 per year $30.74 per hour |\n\n\\| Typical Entry-Level Education | Postsecondary nondegree award |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Short-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 17,500 |\n\n\\| Job Outlook, 2023-33 | 2% (Slower than average) |\n\n\\| Employment Change, 2023-33 | 300 |\n\nQF\n\n### [What Court Reporters and Simultaneous Captioners Do](#tab-2)\n\nCourt reporters create word-for-word transcriptions at trials, depositions, and other legal proceedings. Simultaneous captioners provide similar transcriptions for television or for presentations in other settings, such as press conferences and business meetings, for people who are deaf or hard of hearing.\n\n### [Work Environment](#tab-3)\n\nMost court reporters work in courts or legislatures; simultaneous captioners may work from their home or a central office. Some court reporters and simultaneous captioners travel to other locations, such as meeting sites or public events.\n\n### [How to Become a Court Reporter or Simultaneous Captioner](#tab-4)\n\nMany community colleges and technical institutes offer postsecondary certificate programs for court reporters and simultaneous captioners. These workers typically receive on-the-job training that varies by type of reporting or captioning. Many states require court reporters and simultaneous captioners who work in legal settings to have a state license or a certification from a professional association.\n\n### [Pay](#tab-5)\n\nThe median annual wage for court reporters and simultaneous captioners was $63,940 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof court reporters and simultaneous captioners is projected to grow \t\t\t\t\t\t\t 2 percent from 2023 to 2033, slower than the average for all occupations.\n\nDespite limited employment growth, about 1,600 openings for court reporters and simultaneous captioners are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Most of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for court reporters and simultaneous captioners.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of court reporters and simultaneous captioners with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about court reporters and simultaneous captioners by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_legal_arbitrators_mediators_and_conciliators.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_legal_arbitrators_mediators_and_conciliators.md", "filename": "bls_gov_ooh_legal_arbitrators_mediators_and_conciliators.md", "title": "bls_gov_ooh_legal_arbitrators_mediators_and_conciliators", "hash": "38eec6aad9fc293f88043c4898da1902", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Arbitrators, Mediators, and Conciliators: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Arbitrators, mediators, and conciliators facilitate negotiation through dialogue to help resolve conflicts outside of the court system.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/legal/arbitrators-mediators-and-conciliators.htm\",\n    \"date\": \"2024-12-16\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=CCWSjaHA6lM.](https://www.youtube.com/watch?v=CCWSjaHA6lM)| Quick Facts: Arbitrators, Mediators, and Conciliators | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $71,540 per year $34.39 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | Less than 5 years |\n\n\\| On-the-job Training | Moderate-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 8,200 |\n\n\\| Job Outlook, 2023-33 | 6% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 500 |\n\nQF\n\n### [What Arbitrators, Mediators, and Conciliators Do](#tab-2)\n\nArbitrators, mediators, and conciliators facilitate negotiation through dialogue to help resolve conflicts outside of the court system.\n\n### [Work Environment](#tab-3)\n\nMany arbitrators, mediators, and conciliators work in the legal services industry and for state or local governments. Most work full time.\n\n### [How to Become an Arbitrator, Mediator, or Conciliator](#tab-4)\n\nArbitrators, mediators, and conciliators typically need at least a bachelor's degree and related experience to enter the occupation. They learn their skills through a combination of education, training, and work experience.\n\n### [Pay](#tab-5)\n\nThe median annual wage for arbitrators, mediators, and conciliators was $71,540 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof arbitrators, mediators, and conciliators is projected to grow \t\t\t\t\t\t\t 6 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 300 openings for arbitrators, mediators, and conciliators are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for arbitrators, mediators, and conciliators.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of arbitrators, mediators, and conciliators with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about arbitrators, mediators, and conciliators by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_legal_lawyers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_legal_lawyers.md", "filename": "bls_gov_ooh_legal_lawyers.md", "title": "bls_gov_ooh_legal_lawyers", "hash": "9e749eddb6982528e2132d3f18e6fa64", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Lawyers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Lawyers advise and represent clients on legal proceedings or transactions.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/legal/lawyers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=aK2PVtgWLp8.](https://www.youtube.com/watch?v=aK2PVtgWLp8)| Quick Facts: Lawyers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $145,760 per year $70.08 per hour |\n\n\\| Typical Entry-Level Education | Doctoral or professional degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 859,000 |\n\n\\| Job Outlook, 2023-33 | 5% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 44,200 |\n\nQF\n\n### [What Lawyers Do](#tab-2)\n\nLawyers advise and represent clients on legal proceedings or transactions.\n\n### [Work Environment](#tab-3)\n\nLawyers work for a variety of organizations, usually in office settings. Some work for federal, local,\u00a0or state governments. Most work full time, and some work more than 40 hours per week.\n\n### [How to Become a Lawyer](#tab-4)\n\nLawyers typically need a law degree and a state license, which usually requires passing a bar examination.\n\n### [Pay](#tab-5)\n\nThe median annual wage for lawyers was $145,760 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof lawyers is projected to grow \t\t\t\t\t\t\t 5 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 35,600 openings for lawyers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for lawyers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of lawyers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about lawyers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_legal_home.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_legal_home.md", "filename": "bls_gov_ooh_legal_home.md", "title": "bls_gov_ooh_legal_home", "hash": "f79236329e0c63e0463dc2e9d0235b1b", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Legal Occupations: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/legal/\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\nPERCUSSION INNER STARTfolder_path : //Sites/wwwBlsGov/Publications/OOH/Legal\n\n- [OOH HOME](/ooh/home.htm)|\n\n- [OCCUPATION FINDER](/ooh/occupation-finder.htm)|\n\n- [OOH FAQ](/ooh/about/ooh-faqs.htm)|\n\n- [HOW TO FIND A JOB](/ooh/how-to-find-a-job/home.htm)|\n\n- [A-Z INDEX](/ooh/a-z-index.htm)|\n\n- [OOH SITE MAP](/ooh/ooh-site-map.htm)\n\n[Occupational Outlook Handbook](/ooh/home.htm)>[Legal](/ooh/legal/home.htm)>\n\n# Legal Occupations\n\n[PRINTER-FRIENDLY](/ooh/legal/print/home.htm)\n\nWorkers in this group interpret the law and support law-related activities.\n\nOverall employment in legal occupations is projected to grow about as fast as the average for all occupations from 2023 to 2033. About 85,600 openings are projected each year, on average, in these occupations due to employment growth and the need to replace workers who leave the occupations permanently.\n\nThe median annual wage for this group was $99,220 in May 2023, which was higher than the median annual wage for all occupations of $48,060.\n\nBLS employment projections, wage, and other data for related occupations not shown in the following table are available on the[Data for Occupations Not Covered in Detail](https://www.bls.gov/ooh/about/data-for-occupations-not-covered-in-detail.htm#Legal%20occupations)page. Information highlighting physical demands, cognitive and mental requirements, and other qualifications for workers in this group are available in a BLS[Occupational Requirements Survey](https://www.bls.gov/ors/factsheet/pdf/legal-occupations.pdf)(ORS) profile.\n\n| Image | OCCUPATION | JOB SUMMARY | ENTRY-LEVEL EDUCATION | 2023 MEDIAN PAY |\n\n\\| --- | --- | --- | --- | --- |\n\n\\| | Arbitrators, Mediators, and Conciliators | Arbitrators, mediators, and conciliators facilitate negotiation through dialogue to help resolve conflicts outside of the court system. | Bachelor's degree | $71,540 |\n\n\\| | Court Reporters and Simultaneous Captioners | Court reporters create word-for-word transcriptions at trials, depositions, and other legal proceedings. Simultaneous captioners provide similar transcriptions for television or for presentations in other settings, such as press conferences and business meetings, for people who are deaf or hard of hearing. | Postsecondary nondegree award | $63,940 |\n\n\\| | Judges and Hearing Officers | Judges and hearing officers oversee legal matters in court or administrative proceedings. | Doctoral or professional degree | $132,950 |\n\n\\| | Lawyers | Lawyers advise and represent clients on legal proceedings or transactions. | Doctoral or professional degree | $145,760 |\n\n\\| | Paralegals and Legal Assistants | Paralegals and legal assistants support lawyers by performing a variety of tasks, such as maintaining and organizing files, conducting legal research, and drafting documents. | Associate's degree | $60,970 |\n\n## 2023 Median Pay\n\nThe wage at which half of the workers in the occupation earned more than that amount and half earned less. Median wage data are from the BLS Occupational Employment Statistics survey.\n\n## Entry-level Education\n\nTypical level of education that most workers need to enter this occupation.\n\n**Last Modified Date:**Thursday, August 29, 2024\n\nPERCUSSION INNER ENDRecommend this page using:[Facebook](javascript:void(0);)[Twitter](javascript:void(0);)[LinkedIn](javascript:void(0);)<div><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\"><img src=\\\"/images/icons/google.png\\\"></a><span><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\">Google+</a></span></div>\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_legal_paralegals_and_legal_assistants.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_legal_paralegals_and_legal_assistants.md", "filename": "bls_gov_ooh_legal_paralegals_and_legal_assistants.md", "title": "bls_gov_ooh_legal_paralegals_and_legal_assistants", "hash": "a7c5935ada4b16b079a7a51758ded3d0", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Paralegals and Legal Assistants: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Paralegals and legal assistants perform a variety of tasks to support lawyers.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/legal/paralegals-and-legal-assistants.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=ubHE0-Tjiwc.](https://www.youtube.com/watch?v=ubHE0-Tjiwc)| Quick Facts: Paralegals and Legal Assistants | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $60,970 per year $29.31 per hour |\n\n\\| Typical Entry-Level Education | Associate's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 366,200 |\n\n\\| Job Outlook, 2023-33 | 1% (Slower than average) |\n\n\\| Employment Change, 2023-33 | 4,300 |\n\nQF\n\n### [What Paralegals and Legal Assistants Do](#tab-2)\n\nParalegals and legal assistants support[lawyers](/ooh/legal/lawyers.htm)by performing a variety of tasks, such as maintaining and organizing files, conducting legal research, and drafting documents.\n\n### [Work Environment](#tab-3)\n\nParalegals and legal assistants typically work in offices for a variety of employers, including law firms and government agencies. Most work full time.\n\n### [How to Become a Paralegal or Legal Assistant](#tab-4)\n\nParalegals and legal assistants typically need an associate\u2019s degree or certificate in paralegal studies to enter the occupation. Some employers prefer to hire candidates who have a bachelor\u2019s degree; others may consider candidates who have a high school diploma and experience.\n\n### [Pay](#tab-5)\n\nThe median annual wage for paralegals and legal assistants was $60,970 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof paralegals and legal assistants is projected to grow \t\t\t\t\t\t\t 1 percent from 2023 to 2033, slower than the average for all occupations.\n\nDespite limited employment growth, about 37,300 openings for paralegals and legal assistants are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Most of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for paralegals and legal assistants.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of paralegals and legal assistants with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about paralegals and legal assistants by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_legal_judges_and_hearing_officers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_legal_judges_and_hearing_officers.md", "filename": "bls_gov_ooh_legal_judges_and_hearing_officers.md", "title": "bls_gov_ooh_legal_judges_and_hearing_officers", "hash": "ed8cc546eb8f50dd449abc5a4f4a3b42", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Judges and Hearing Officers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Judges and hearing officers oversee legal matters in court or administrative proceedings.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/legal/judges-and-hearing-officers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=je1rWe2TpvY.](https://www.youtube.com/watch?v=je1rWe2TpvY)| Quick Facts: Judges and Hearing Officers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $132,950 per year $63.92 per hour |\n\n\\| Typical Entry-Level Education | Doctoral or professional degree |\n\n\\| Work Experience in a Related Occupation | 5 years or more |\n\n\\| On-the-job Training | Short-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 41,700 |\n\n\\| Job Outlook, 2023-33 | 3% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 1,200 |\n\nQF\n\n### [What Judges and Hearing Officers Do](#tab-2)\n\nJudges and hearing officers oversee legal matters in court or administrative proceedings.\n\n### [Work Environment](#tab-3)\n\nJudges and hearing officers are employed by the federal government or by local and state governments. Most judges and hearing officers work full time, and some work more than 40 hours per week.\n\n### [How to Become a Judge or Hearing Officer](#tab-4)\n\nJudges and hearing officers typically need a law degree and work experience as a[lawyer](/ooh/legal/lawyers.htm).\n\n### [Pay](#tab-5)\n\nThe median annual wage for administrative law judges, adjudicators, and hearing officers was $111,090 in May 2023.\n\nThe median annual wage for judges, magistrate judges, and magistrates was $148,910 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof judges and hearing officers is projected to grow \t\t\t\t\t\t\t 3 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 1,600 openings for judges and hearing officers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for judges and hearing officers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of judges and hearing officers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about judges and hearing officers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_agricultural_and_food_scientists.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_agricultural_and_food_scientists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_agricultural_and_food_scientists.md", "title": "bls_gov_ooh_life_physical_and_social_science_agricultural_and_food_scientists", "hash": "acf4b0ea36b82a04f14726bcc2160340", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Agricultural and Food Scientists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Agricultural and food scientists research ways to improve the efficiency and safety of agricultural establishments and products.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/agricultural-and-food-scientists.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=cWbaZEIe7GQ.](https://www.youtube.com/watch?v=cWbaZEIe7GQ)| Quick Facts: Agricultural and Food Scientists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $76,400 per year $36.73 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 37,200 |\n\n\\| Job Outlook, 2023-33 | 8% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 2,900 |\n\nQF\n\n### [What Agricultural and Food Scientists Do](#tab-2)\n\nAgricultural and food scientists research ways to improve the efficiency and safety of agricultural establishments and products.\n\n### [Work Environment](#tab-3)\n\nAgricultural and food scientists work in laboratories, in offices, and in the field. Most agricultural and food scientists work full time.\n\n### [How to Become an Agricultural or Food Scientist](#tab-4)\n\nAgricultural and food scientists need at least a bachelor\u2019s degree from an accredited postsecondary institution, although many get advanced degrees.\n\n### [Pay](#tab-5)\n\nThe median annual wage for agricultural and food scientists was $76,400 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof agricultural and food scientists is projected to grow \t\t\t\t\t\t\t 8 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 3,100 openings for agricultural and food scientists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for agricultural and food scientists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of agricultural and food scientists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about agricultural and food scientists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_agricultural_and_food_science_technicians.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_agricultural_and_food_science_technicians.md", "filename": "bls_gov_ooh_life_physical_and_social_science_agricultural_and_food_science_technicians.md", "title": "bls_gov_ooh_life_physical_and_social_science_agricultural_and_food_science_technicians", "hash": "420c3bb12667cd2c30b843c23211acd8", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Agricultural and Food Science Technicians: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Agricultural and food science technicians help scientists with testing and research related to plants, animals, fibers, and food and beverage products.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/agricultural-and-food-science-technicians.htm\",\n    \"date\": \"2024-11-07\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=FQ2WMg6rs2s.](https://www.youtube.com/watch?v=FQ2WMg6rs2s)| Quick Facts: Agricultural and Food Science Technicians | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $47,010 per year $22.60 per hour |\n\n\\| Typical Entry-Level Education | Associate's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Moderate-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 44,700 |\n\n\\| Job Outlook, 2023-33 | 7% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 3,000 |\n\nQF\n\n### [What Agricultural and Food Science Technicians Do](#tab-2)\n\nAgricultural and food science technicians help scientists with testing and research related to plants, animals, fibers, and food and beverage products.\n\n### [Work Environment](#tab-3)\n\nAgricultural and food science technicians work in laboratories, processing plants, farms and ranches, greenhouses, and offices. Most agricultural and food science technicians work full time, and some work more than 40 hours per week.\n\n### [How to Become an Agricultural or Food Science Technician](#tab-4)\n\nEntry requirements for agricultural and food science technicians vary. Some employers require or prefer that candidates have an associate\u2019s or bachelor\u2019s degree in biology, chemistry, agriculture, or a related field. Other employers hire candidates who have a high school diploma or the equivalent and related work experience.\n\n### [Pay](#tab-5)\n\nThe median annual wage for agricultural technicians was $43,180 in May 2023.\n\nThe median annual wage for food science technicians was $49,090 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof agricultural and food science technicians is projected to grow \t\t\t\t\t\t\t 7 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 6,900 openings for agricultural and food science technicians are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for agricultural and food science technicians.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of agricultural and food science technicians with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about agricultural and food science technicians by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_atmospheric_scientists_including_meteorologists.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_atmospheric_scientists_including_meteorologists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_atmospheric_scientists_including_meteorologists.md", "title": "bls_gov_ooh_life_physical_and_social_science_atmospheric_scientists_including_meteorologists", "hash": "023d6f1d415ed36964ec6289146e7f7a", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Atmospheric Scientists, Including Meteorologists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Atmospheric scientists study, report on, and forecast the weather and climate.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/atmospheric-scientists-including-meteorologists.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=2Hof_Cs5d0Y.](https://www.youtube.com/watch?v=2Hof_Cs5d0Y)| Quick Facts: Atmospheric Scientists, Including Meteorologists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $92,860 per year $44.65 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 9,900 |\n\n\\| Job Outlook, 2023-33 | 6% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 600 |\n\nQF\n\n### [What Atmospheric Scientists, Including Meteorologists Do](#tab-2)\n\nAtmospheric scientists study, report on, and forecast the weather and climate.\n\n### [Work Environment](#tab-3)\n\nMost atmospheric scientists work indoors in weather stations, offices, or laboratories. They may work outdoors to observe the weather. Most atmospheric scientists are full time and may work extended hours during weather emergencies.\n\n### [How to Become an Atmospheric Scientist](#tab-4)\n\nAtmospheric scientists typically need a bachelor\u2019s degree in\u00a0meteorology or a related field to enter the occupation. Those who work in research typically need a master\u2019s degree or a Ph.D.\n\n### [Pay](#tab-5)\n\nThe median annual wage for atmospheric scientists, including meteorologists was $92,860 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof atmospheric scientists, including meteorologists is projected to grow \t\t\t\t\t\t\t 6 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 900 openings for atmospheric scientists, including meteorologists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for atmospheric scientists, including meteorologists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of atmospheric scientists, including meteorologists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about atmospheric scientists, including meteorologists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_biological_technicians.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_biological_technicians.md", "filename": "bls_gov_ooh_life_physical_and_social_science_biological_technicians.md", "title": "bls_gov_ooh_life_physical_and_social_science_biological_technicians", "hash": "9f2d153bd721e2bebb7b09bf41f24937", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Biological Technicians: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Biological technicians assist biological and medical scientists with tasks such as laboratory setup, data collection, and observation.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/biological-technicians.htm\",\n    \"date\": \"2024-12-04\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=QEr_X2rDM-0.](https://www.youtube.com/watch?v=QEr_X2rDM-0)| Quick Facts: Biological Technicians | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $51,430 per year $24.73 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 83,100 |\n\n\\| Job Outlook, 2023-33 | 7% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 5,500 |\n\nQF\n\n### [What Biological Technicians Do](#tab-2)\n\nBiological technicians assist biological and medical scientists with tasks such as laboratory setup, data collection, and observation.\n\n### [Work Environment](#tab-3)\n\nBiological technicians typically work in laboratories and offices. Most\u00a0work full time.\n\n### [How to Become a Biological Technician](#tab-4)\n\nTo enter the occupation, biological technicians typically need a bachelor\u2019s degree in biology or a related field.\n\n### [Pay](#tab-5)\n\nThe median annual wage for biological technicians was $51,430 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof biological technicians is projected to grow \t\t\t\t\t\t\t 7 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 10,300 openings for biological technicians are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for biological technicians.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of biological technicians with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about biological technicians by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_chemists_and_materials_scientists.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_chemists_and_materials_scientists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_chemists_and_materials_scientists.md", "title": "bls_gov_ooh_life_physical_and_social_science_chemists_and_materials_scientists", "hash": "eefc05cc81b0e3109a1c092ce98d1db7", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Chemists and Materials Scientists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Chemists and materials scientists research and analyze the chemical properties of substances to develop new materials, products, or knowledge.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/chemists-and-materials-scientists.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=nzFkcba_ZzI.](https://www.youtube.com/watch?v=nzFkcba_ZzI)| Quick Facts: Chemists and Materials Scientists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $87,180 per year $41.91 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 96,400 |\n\n\\| Job Outlook, 2023-33 | 8% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 7,500 |\n\nQF\n\n### [What Chemists and Materials Scientists Do](#tab-2)\n\nChemists and materials scientists research and analyze the chemical properties of substances to develop new materials, products, or knowledge.\n\n### [Work Environment](#tab-3)\n\nChemists and materials scientists work in laboratories, offices, and manufacturing facilities. Most work full time.\n\n### [How to Become a Chemist or Materials Scientist](#tab-4)\n\nTo enter the occupation, chemists and materials scientists typically need at least a bachelor\u2019s degree in chemistry or a related field. However, they may need a master\u2019s degree or Ph.D. for some jobs, such as research positions.\n\n### [Pay](#tab-5)\n\nThe median annual wage for chemists was $84,680 in May 2023.\n\nThe median annual wage for materials scientists was $106,160 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof chemists and materials scientists is projected to grow \t\t\t\t\t\t\t 8 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 7,800 openings for chemists and materials scientists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for chemists and materials scientists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of chemists and materials scientists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about chemists and materials scientists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_anthropologists_and_archeologists.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_anthropologists_and_archeologists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_anthropologists_and_archeologists.md", "title": "bls_gov_ooh_life_physical_and_social_science_anthropologists_and_archeologists", "hash": "02e0a29beb430fa2b5d698c41bddd2ff", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Anthropologists and Archeologists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Anthropologists and archeologists study the origin, development, and behavior of humans. \",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/anthropologists-and-archeologists.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=ypxwqsWshJ0.](https://www.youtube.com/watch?v=ypxwqsWshJ0)| Quick Facts: Anthropologists and Archeologists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $63,800 per year $30.67 per hour |\n\n\\| Typical Entry-Level Education | Master's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 8,700 |\n\n\\| Job Outlook, 2023-33 | 8% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 700 |\n\nQF\n\n### [What Anthropologists and Archeologists Do](#tab-2)\n\nAnthropologists and archeologists study the origin, development, and behavior of humans.\n\n### [Work Environment](#tab-3)\n\nAnthropologists and archeologists typically work in offices, in laboratories, or\u00a0in the\u00a0field. Fieldwork may require travel for extended periods.\n\n### [How to Become an Anthropologist or Archeologist](#tab-4)\n\nTo enter the occupation, anthropologists and archeologists typically need at least a master\u2019s degree in anthropology or archeology. Employers may prefer to hire candidates who have experience doing fieldwork in their discipline.\n\n### [Pay](#tab-5)\n\nThe median annual wage for anthropologists and archeologists was $63,800 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof anthropologists and archeologists is projected to grow \t\t\t\t\t\t\t 8 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 800 openings for anthropologists and archeologists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for anthropologists and archeologists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of anthropologists and archeologists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about anthropologists and archeologists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_biochemists_and_biophysicists.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_biochemists_and_biophysicists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_biochemists_and_biophysicists.md", "title": "bls_gov_ooh_life_physical_and_social_science_biochemists_and_biophysicists", "hash": "3d1e8d91b4de7ea5601e30e51971849d", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Biochemists and Biophysicists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Biochemists and biophysicists study the chemical and physical principles of living things and of biological processes.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/biochemists-and-biophysicists.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=c2b7a89VSw8.](https://www.youtube.com/watch?v=c2b7a89VSw8)| Quick Facts: Biochemists and Biophysicists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $107,460 per year $51.66 per hour |\n\n\\| Typical Entry-Level Education | Doctoral or professional degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 35,700 |\n\n\\| Job Outlook, 2023-33 | 9% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 3,200 |\n\nQF\n\n### [What Biochemists and Biophysicists Do](#tab-2)\n\nBiochemists and biophysicists study the chemical and physical principles of living things and of biological processes.\n\n### [Work Environment](#tab-3)\n\nBiochemists and biophysicists typically work in laboratories and offices to conduct experiments and analyze the results. Most work full time.\n\n### [How to Become a Biochemist or Biophysicist](#tab-4)\n\nBiochemists and biophysicists need a Ph.D. to work in independent research and development. Many Ph.D. holders begin their careers in temporary postdoctoral research positions. Bachelor\u2019s and master\u2019s degree holders qualify for some entry-level positions in biochemistry and biophysics.\n\n### [Pay](#tab-5)\n\nThe median annual wage for biochemists and biophysicists was $107,460 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof biochemists and biophysicists is projected to grow \t\t\t\t\t\t\t 9 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 3,100 openings for biochemists and biophysicists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for biochemists and biophysicists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of biochemists and biophysicists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about biochemists and biophysicists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_environmental_science_and_protection_technicians.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_environmental_science_and_protection_technicians.md", "filename": "bls_gov_ooh_life_physical_and_social_science_environmental_science_and_protection_technicians.md", "title": "bls_gov_ooh_life_physical_and_social_science_environmental_science_and_protection_technicians", "hash": "b8bfc4e1896a04e247fcbf9f04ce80d0", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Environmental Science and Protection Technicians: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Environmental science and protection technicians monitor the environment and investigate sources of pollution and contamination, including those affecting public health.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/environmental-science-and-protection-technicians.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=lxmbHQnxnZg.](https://www.youtube.com/watch?v=lxmbHQnxnZg)| Quick Facts: Environmental Science and Protection Technicians | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $50,660 per year $24.35 per hour |\n\n\\| Typical Entry-Level Education | Associate's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 33,900 |\n\n\\| Job Outlook, 2023-33 | 7% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 2,400 |\n\nQF\n\n### [What Environmental Science and Protection Technicians Do](#tab-2)\n\nEnvironmental science and protection technicians monitor the environment and investigate sources of pollution and contamination, including those affecting public health.\n\n### [Work Environment](#tab-3)\n\nEnvironmental science and protection technicians typically work in offices, laboratories, and the field. Most environmental science and protection technicians work full time, and some work more than 40 hours per week.\n\n### [How to Become an Environmental Science and Protection Technician](#tab-4)\n\nEnvironmental science and protection technicians typically need an associate\u2019s degree. Depending on the position, however, educational requirements may vary from a high school diploma to a bachelor\u2019s degree.\n\n### [Pay](#tab-5)\n\nThe median annual wage for environmental science and protection technicians was $50,660 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof environmental science and protection technicians is projected to grow \t\t\t\t\t\t\t 7 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 4,100 openings for environmental science and protection technicians are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for environmental science and protection technicians.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of environmental science and protection technicians with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about environmental science and protection technicians by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_conservation_scientists.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_conservation_scientists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_conservation_scientists.md", "title": "bls_gov_ooh_life_physical_and_social_science_conservation_scientists", "hash": "34500592b7779aee05e2be6e3c99d426", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Conservation Scientists and Foresters: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Conservation scientists and foresters manage the land quality of forests, parks, rangelands, and other natural resources.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/conservation-scientists.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=PCAudFo7Eo4.](https://www.youtube.com/watch?v=PCAudFo7Eo4)| Quick Facts: Conservation Scientists and Foresters | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $68,300 per year $32.84 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 41,400 |\n\n\\| Job Outlook, 2023-33 | 5% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 1,900 |\n\nQF\n\n### [What Conservation Scientists and Foresters Do](#tab-2)\n\nConservation scientists and foresters manage the\u00a0land quality of forests, parks, rangelands, and other natural resources.\n\n### [Work Environment](#tab-3)\n\nConservation scientists and foresters work for federal, state, and local governments; on privately owned lands; or in social advocacy organizations. Most conservation scientists and foresters work full time, and schedules may vary.\n\n### [How to Become a Conservation Scientist or Forester](#tab-4)\n\nConservation scientists and foresters typically need a bachelor\u2019s degree in forestry, natural resources, or a related field.\n\n### [Pay](#tab-5)\n\nThe median annual wage for conservation scientists was $68,750 in May 2023.\n\nThe median annual wage for foresters was $67,330 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof conservation scientists and foresters is projected to grow \t\t\t\t\t\t\t 5 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 3,900 openings for conservation scientists and foresters are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for conservation scientists and foresters.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of conservation scientists and foresters with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about conservation scientists and foresters by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_economists.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_economists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_economists.md", "title": "bls_gov_ooh_life_physical_and_social_science_economists", "hash": "f6ad9a4701651c674de771ab2a5a6130", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Economists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Economists conduct research, prepare reports, and evaluate issues related to monetary and fiscal policy. They also may collect and analyze statistical data.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/economists.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=JjXC3QyTHNA.](https://www.youtube.com/watch?v=JjXC3QyTHNA)| Quick Facts: Economists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $115,730 per year $55.64 per hour |\n\n\\| Typical Entry-Level Education | Master's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 17,500 |\n\n\\| Job Outlook, 2023-33 | 5% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 900 |\n\nQF\n\n### [What Economists Do](#tab-2)\n\nEconomists conduct research, prepare reports, and evaluate issues related to monetary and fiscal policy. They also may collect and analyze statistical data.\n\n### [Work Environment](#tab-3)\n\nEconomists typically work in an office setting, either independently or collaborating with a variety of other workers. Most economists work full time, and some work more than 40 hours per week.\n\n### [How to Become an Economist](#tab-4)\n\nEconomists typically need at least a master\u2019s degree to enter the occupation. However, some economists\u2014primarily in government\u2014qualify for entry-level positions with a bachelor\u2019s degree. Others need a Ph.D.\n\n### [Pay](#tab-5)\n\nThe median annual wage for economists was $115,730 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof economists is projected to grow \t\t\t\t\t\t\t 5 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 1,000 openings for economists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for economists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of economists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about economists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_environmental_scientists_and_specialists.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_environmental_scientists_and_specialists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_environmental_scientists_and_specialists.md", "title": "bls_gov_ooh_life_physical_and_social_science_environmental_scientists_and_specialists", "hash": "b45ce3417c52297114f08e16a06600d9", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Environmental Scientists and Specialists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Environmental scientists and specialists conduct research or investigations to protect the environment or human health.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/environmental-scientists-and-specialists.htm\",\n    \"date\": \"2024-09-30\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=447oFgVvKno.](https://www.youtube.com/watch?v=447oFgVvKno)| Quick Facts: Environmental Scientists and Specialists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $78,980 per year $37.97 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 84,600 |\n\n\\| Job Outlook, 2023-33 | 7% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 6,100 |\n\nQF\n\n### [What Environmental Scientists and Specialists Do](#tab-2)\n\nEnvironmental scientists and specialists conduct research or investigations to protect the environment or human health.\n\n### [Work Environment](#tab-3)\n\nEnvironmental scientists and specialists typically work in office settings and laboratories but may spend time in the field. Most environmental scientists and specialists work full time.\n\n### [How to Become an Environmental Scientist or Specialist](#tab-4)\n\nTo enter the occupation, environmental scientists and specialists typically need a bachelor\u2019s degree in natural science or a related field.\n\n### [Pay](#tab-5)\n\nThe median annual wage for environmental scientists and specialists was $78,980 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof environmental scientists and specialists is projected to grow \t\t\t\t\t\t\t 7 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 8,500 openings for environmental scientists and specialists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for environmental scientists and specialists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of environmental scientists and specialists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about environmental scientists and specialists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_epidemiologists.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_epidemiologists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_epidemiologists.md", "title": "bls_gov_ooh_life_physical_and_social_science_epidemiologists", "hash": "6563857e2496d94d4e2db80cafc62c32", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Epidemiologists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Epidemiologists are public health workers who investigate patterns and causes of disease and injury.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/epidemiologists.htm\",\n    \"date\": \"2024-12-04\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=vGXPzV9e-jw.](https://www.youtube.com/watch?v=vGXPzV9e-jw)| Quick Facts: Epidemiologists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $81,390 per year $39.13 per hour |\n\n\\| Typical Entry-Level Education | Master's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 11,000 |\n\n\\| Job Outlook, 2023-33 | 19% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 2,100 |\n\nQF\n\n### [What Epidemiologists Do](#tab-2)\n\nEpidemiologists are public health workers who investigate patterns and causes of disease and injury.\n\n### [Work Environment](#tab-3)\n\nEpidemiologists work in offices and laboratories, usually at health departments for state and local governments, in hospitals, and at colleges and universities.\n\n### [How to Become an Epidemiologist](#tab-4)\n\nEpidemiologists typically need at least a master\u2019s degree to enter\u00a0the occupation.\u00a0They may have a master\u2019s degree in public health (MPH) or a related field, and some have completed a doctoral degree in epidemiology or medicine.\n\n### [Pay](#tab-5)\n\nThe median annual wage for epidemiologists was $81,390 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof epidemiologists is projected to grow \t\t\t\t\t\t\t 19 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 800 openings for epidemiologists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for epidemiologists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of epidemiologists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about epidemiologists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_chemical_technicians.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_chemical_technicians.md", "filename": "bls_gov_ooh_life_physical_and_social_science_chemical_technicians.md", "title": "bls_gov_ooh_life_physical_and_social_science_chemical_technicians", "hash": "f60f7c1f496f3c86bedf35f1c4f27daf", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Chemical Technicians: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Chemical technicians conduct laboratory tests to help scientists analyze the properties of materials.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/chemical-technicians.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=tLwKn5W7Bjo.](https://www.youtube.com/watch?v=tLwKn5W7Bjo)| Quick Facts: Chemical Technicians | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $56,750 per year $27.29 per hour |\n\n\\| Typical Entry-Level Education | Associate's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Moderate-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 58,300 |\n\n\\| Job Outlook, 2023-33 | 5% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 3,200 |\n\nQF\n\n### [What Chemical Technicians Do](#tab-2)\n\nChemical technicians conduct laboratory tests to help scientists analyze the properties of materials.\n\n### [Work Environment](#tab-3)\n\nChemical technicians often work in laboratories or in manufacturing facilities, such as chemical manufacturing plants. Most technicians work full time.\n\n### [How to Become a Chemical Technician](#tab-4)\n\nTo enter the occupation, chemical technicians typically need an associate\u2019s degree or 2 years of postsecondary education. Some positions require candidates to have a bachelor\u2019s degree; others require a high school diploma. Most chemical technicians receive on-the-job training.\n\n### [Pay](#tab-5)\n\nThe median annual wage for chemical technicians was $56,750 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof chemical technicians is projected to grow \t\t\t\t\t\t\t 5 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 7,300 openings for chemical technicians are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for chemical technicians.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of chemical technicians with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about chemical technicians by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_forensic_science_technicians.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_forensic_science_technicians.md", "filename": "bls_gov_ooh_life_physical_and_social_science_forensic_science_technicians.md", "title": "bls_gov_ooh_life_physical_and_social_science_forensic_science_technicians", "hash": "3fab39bd57e7995271253286c00cafe3", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Forensic Science Technicians: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Forensic science technicians aid criminal investigations by collecting and analyzing evidence. \",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/forensic-science-technicians.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=N0avxorvSOM.](https://www.youtube.com/watch?v=N0avxorvSOM)| Quick Facts: Forensic Science Technicians | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $64,940 per year $31.22 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Moderate-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 18,600 |\n\n\\| Job Outlook, 2023-33 | 14% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 2,500 |\n\nQF\n\n### [What Forensic Science Technicians Do](#tab-2)\n\nForensic science technicians aid criminal investigations by collecting and analyzing evidence.\n\n### [Work Environment](#tab-3)\n\nMost laboratory forensic science technicians work during standard business hours. Some work extended or nonstandard hours and travel to crime scenes within their jurisdiction.\n\n### [How to Become a Forensic Science Technician](#tab-4)\n\nForensic science technicians typically need a bachelor\u2019s degree to enter the occupation. They may need on-the-job training to attain competency.\n\n### [Pay](#tab-5)\n\nThe median annual wage for forensic science technicians was $64,940 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof forensic science technicians is projected to grow \t\t\t\t\t\t\t 14 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 2,700 openings for forensic science technicians are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for forensic science technicians.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of forensic science technicians with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about forensic science technicians by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_geographers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_geographers.md", "filename": "bls_gov_ooh_life_physical_and_social_science_geographers.md", "title": "bls_gov_ooh_life_physical_and_social_science_geographers", "hash": "18a2e8d5c76f499cb338eed38e73474b", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Geographers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Geographers study the Earth and the distribution of its land, features, and inhabitants.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/geographers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=RWZxnXzhet0.](https://www.youtube.com/watch?v=RWZxnXzhet0)| Quick Facts: Geographers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $90,880 per year $43.69 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 1,600 |\n\n\\| Job Outlook, 2023-33 | 3% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 0 |\n\nQF\n\n### [What Geographers Do](#tab-2)\n\nGeographers study the Earth and the distribution of its land, features, and inhabitants.\n\n### [Work Environment](#tab-3)\n\nMost geographers work full time. Geographers who do fieldwork may travel to foreign countries or remote locations.\n\n### [How to Become a Geographer](#tab-4)\n\nGeographers typically need at least a bachelor\u2019s degree to enter the occupation. Some jobs require a master\u2019s or doctoral degree.\n\n### [Pay](#tab-5)\n\nThe median annual wage for geographers was $90,880 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof geographers is projected to grow \t\t\t\t\t\t\t 3 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 100 openings for geographers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for geographers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of geographers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about geographers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_geological_and_petroleum_technicians.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_geological_and_petroleum_technicians.md", "filename": "bls_gov_ooh_life_physical_and_social_science_geological_and_petroleum_technicians.md", "title": "bls_gov_ooh_life_physical_and_social_science_geological_and_petroleum_technicians", "hash": "5a021cb7bb74d2c46ae601d82781c3fb", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Geological and Hydrologic Technicians: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Geological and hydrologic technicians support scientists and engineers in exploring, extracting, and monitoring natural resources.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/geological-and-petroleum-technicians.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=wB2nC36pIG4.](https://www.youtube.com/watch?v=wB2nC36pIG4)| Quick Facts: Geological and Hydrologic Technicians | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $53,440 per year $25.69 per hour |\n\n\\| Typical Entry-Level Education | Associate's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Moderate-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 12,400 |\n\n\\| Job Outlook, 2023-33 | 3% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 400 |\n\nQF\n\n### [What Geological and Hydrologic Technicians Do](#tab-2)\n\nGeological and hydrologic technicians support scientists and engineers in exploring, extracting, and monitoring natural resources.\n\n### [Work Environment](#tab-3)\n\nGeological and\u00a0hydrologic technicians work in offices, laboratories, and the field. Most geological and hydrologic technicians work full time.\n\n### [How to Become a Geological or Hydrologic Technician](#tab-4)\n\nGeological and\u00a0hydrologic technicians typically need an associate\u2019s degree or 2 years of postsecondary training in applied science or a science-related technology. Some jobs may require a bachelor\u2019s degree. Geological and\u00a0hydrologic technicians also receive on-the-job training.\n\n### [Pay](#tab-5)\n\nThe median annual wage for geological technicians, except hydrologic technicians was $52,440 in May 2023.\n\nThe median annual wage for hydrologic technicians was $55,890 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof geological and hydrologic technicians is projected to grow \t\t\t\t\t\t\t 3 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 1,400 openings for geological and hydrologic technicians are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for geological and hydrologic technicians.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of geological and hydrologic technicians with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about geological and hydrologic technicians by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_geoscientists.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_geoscientists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_geoscientists.md", "title": "bls_gov_ooh_life_physical_and_social_science_geoscientists", "hash": "163e205329704707ea9e9f7d73f7e782", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Geoscientists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Geoscientists study the physical aspects of the Earth.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/geoscientists.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=tNCUbLoD5Io.](https://www.youtube.com/watch?v=tNCUbLoD5Io)| Quick Facts: Geoscientists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $92,580 per year $44.51 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 26,000 |\n\n\\| Job Outlook, 2023-33 | 5% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 1,400 |\n\nQF\n\n### [What Geoscientists Do](#tab-2)\n\nGeoscientists study the physical aspects of the Earth.\n\n### [Work Environment](#tab-3)\n\nGeoscientists usually split their time between work in an office setting, in laboratories, and outdoors. Most geoscientists work full time, and some work more than 40 hours per week. Schedules vary to include irregular hours when doing fieldwork.\n\n### [How to Become a Geoscientist](#tab-4)\n\nGeoscientists typically need a bachelor\u2019s degree to enter the occupation. For some positions, employers prefer to hire candidates who have\u00a0a master\u2019s degree. Most geoscientists need a state-issued license.\n\n### [Pay](#tab-5)\n\nThe median annual wage for geoscientists was $92,580 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof geoscientists is projected to grow \t\t\t\t\t\t\t 5 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 2,200 openings for geoscientists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for geoscientists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of geoscientists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about geoscientists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_historians.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_historians.md", "filename": "bls_gov_ooh_life_physical_and_social_science_historians.md", "title": "bls_gov_ooh_life_physical_and_social_science_historians", "hash": "80efee1988d28d571dd74f355b19510e", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Historians: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Historians research, analyze, interpret, and write about the past by studying historical documents and sources.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/historians.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nHistorians may engage with the public through educational programs and presentations.| Quick Facts: Historians | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $72,890 per year $35.04 per hour |\n\n\\| Typical Entry-Level Education | Master's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 3,400 |\n\n\\| Job Outlook, 2023-33 | 6% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 200 |\n\nQF\n\n### [What Historians Do](#tab-2)\n\nHistorians research, analyze, interpret, and write about the past by studying historical documents and sources.\n\n### [Work Environment](#tab-3)\n\nHistorians must travel to carry out research. Most work full time.\n\n### [How to Become a Historian](#tab-4)\n\nHistorians typically need at least\u00a0a master\u2019s degree to enter the occupation.\u00a0Those with\u00a0a bachelor\u2019s degree in history\u00a0may qualify for some entry-level positions, but most will find jobs in different fields.\n\n### [Pay](#tab-5)\n\nThe median annual wage for historians was $72,890 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof historians is projected to grow \t\t\t\t\t\t\t 6 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 300 openings for historians are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for historians.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of historians with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about historians by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_medical_scientists.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_medical_scientists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_medical_scientists.md", "title": "bls_gov_ooh_life_physical_and_social_science_medical_scientists", "hash": "c208b945611f1b97258338a664829b07", "processed_at": "2025-03-05T09:16:39.807735", "chroma:document": "{\n    \"title\": \"Medical Scientists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Medical scientists conduct research aimed at improving overall human health. \",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/medical-scientists.htm\",\n    \"date\": \"2024-12-04\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=pgzYw77KRsU.](https://www.youtube.com/watch?v=pgzYw77KRsU)| Quick Facts: Medical Scientists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $100,890 per year $48.50 per hour |\n\n\\| Typical Entry-Level Education | Doctoral or professional degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 146,600 |\n\n\\| Job Outlook, 2023-33 | 11% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 16,800 |\n\nQF\n\n### [What Medical Scientists Do](#tab-2)\n\nMedical scientists conduct research aimed at improving overall human health.\n\n### [Work Environment](#tab-3)\n\nMedical scientists typically work in offices and laboratories. Most work full time, and some work more than 40 hours per week.\n\n### [How to Become a Medical Scientist](#tab-4)\n\nMedical scientists typically have a Ph.D., usually in biology or a related life science. Some get a medical degree instead of, or in addition to, a Ph.D.\n\n### [Pay](#tab-5)\n\nThe median annual wage for medical scientists was $100,890 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof medical scientists is projected to grow \t\t\t\t\t\t\t 11 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 8,900 openings for medical scientists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for medical scientists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of medical scientists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about medical scientists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_microbiologists.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_microbiologists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_microbiologists.md", "title": "bls_gov_ooh_life_physical_and_social_science_microbiologists", "hash": "9cb90862b8d15f4f44a41ac59786c4c1", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Microbiologists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Microbiologists study microorganisms such as bacteria, viruses, algae, fungi, and some types of parasites.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/microbiologists.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nMicrobiologists use laboratory equipment such as microscopes to study microorganisms.| Quick Facts: Microbiologists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $85,470 per year $41.09 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 23,200 |\n\n\\| Job Outlook, 2023-33 | 7% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 1,600 |\n\nQF\n\n### [What Microbiologists Do](#tab-2)\n\nMicrobiologists study microorganisms such as bacteria, algae, and fungi.\n\n### [Work Environment](#tab-3)\n\nMicrobiologists work in primarily in laboratories and offices. Most work full time.\n\n### [How to Become a Microbiologist](#tab-4)\n\nMicrobiologists typically need a bachelor\u2019s degree in microbiology or a related field to enter the occupation. Some employers prefer to hire candidates who have a\u00a0master's degree or\u00a0Ph.D.\n\n### [Pay](#tab-5)\n\nThe median annual wage for microbiologists was $85,470 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof microbiologists is projected to grow \t\t\t\t\t\t\t 7 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 1,900 openings for microbiologists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for microbiologists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of microbiologists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about microbiologists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_hydrologists.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_hydrologists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_hydrologists.md", "title": "bls_gov_ooh_life_physical_and_social_science_hydrologists", "hash": "25eb04e7a7e41a8b22c67710b1a69a3e", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Hydrologists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Hydrologists study water and how it moves across and through the Earth\u2019s crust.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/hydrologists.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=yd3MvZEdQi4.](https://www.youtube.com/watch?v=yd3MvZEdQi4)| Quick Facts: Hydrologists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $88,770 per year $42.68 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 6,500 |\n\n\\| Job Outlook, 2023-33 | 3% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 200 |\n\nQF\n\n### [What Hydrologists Do](#tab-2)\n\nHydrologists study water and how it moves across and through the Earth\u2019s crust.\n\n### [Work Environment](#tab-3)\n\nHydrologists typically work in an office setting and in the field. They may need to travel to lakes, streams, and other locations and work outdoors in all types of weather. Most hydrologists work full time, and some work more than 40 hours a week.\n\n### [How to Become a Hydrologist](#tab-4)\n\nTo enter the occupation, hydrologists typically need\u00a0a bachelor\u2019s degree in geology, hydrology, or a related field. Some employers prefer to hire candidates who have\u00a0a master\u2019s degree.\n\n### [Pay](#tab-5)\n\nThe median annual wage for hydrologists was $88,770 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof hydrologists is projected to grow \t\t\t\t\t\t\t 3 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 500 openings for hydrologists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for hydrologists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of hydrologists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about hydrologists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_nuclear_technicians.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_nuclear_technicians.md", "filename": "bls_gov_ooh_life_physical_and_social_science_nuclear_technicians.md", "title": "bls_gov_ooh_life_physical_and_social_science_nuclear_technicians", "hash": "6559ba70cded94d8ce288ddae1d56ead", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Nuclear Technicians: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Nuclear technicians assist physicists, engineers, and other scientists in nuclear power generation and production activities, such as operating or maintaining nuclear testing equipment.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/nuclear-technicians.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nNuclear technicians working for nuclear power plants use computers and other equipment to monitor and help operate nuclear reactors.| Quick Facts: Nuclear Technicians | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $101,740 per year $48.92 per hour |\n\n\\| Typical Entry-Level Education | Associate's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Moderate-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 5,400 |\n\n\\| Job Outlook, 2023-33 | -6% (Decline) |\n\n\\| Employment Change, 2023-33 | -300 |\n\nQF\n\n### [What Nuclear Technicians Do](#tab-2)\n\nNuclear technicians assist physicists, engineers, and other scientists in nuclear power generation and production activities, such as operating or maintaining nuclear testing equipment.\n\n### [Work Environment](#tab-3)\n\nNuclear technicians typically work in nuclear power plants or in laboratories. Most work full-time. In power plants, their work schedules may vary to include nights, holidays, and weekends. Nuclear technicians must take precautions to avoid exposure to radiation.\n\n### [How to Become a Nuclear Technician](#tab-4)\n\nNuclear technicians typically need an associate\u2019s degree in either nuclear science or a nuclear-related technology. Some enter the occupation with a high school diploma or postsecondary nondegree award plus experience, such as from the military or an apprenticeship. Once hired, nuclear technicians typically receive extensive on-the-job training.\n\n### [Pay](#tab-5)\n\nThe median annual wage for nuclear technicians was $101,740 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof nuclear technicians is projected to decline \t\t\t\t\t\t\t 6 percent from 2023 to 2033.\n\nDespite declining employment, about 500 openings for nuclear technicians are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t All of those openings are expected to result from the need to replace workers who transfer to other occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for nuclear technicians.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of nuclear technicians with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about nuclear technicians by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_home.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_home.md", "filename": "bls_gov_ooh_life_physical_and_social_science_home.md", "title": "bls_gov_ooh_life_physical_and_social_science_home", "hash": "bc9e7a66e93313fa49b7a7bfda7219d1", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Life, Physical, and Social Science Occupations: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\nPERCUSSION INNER STARTfolder_path : //Sites/wwwBlsGov/Publications/OOH/Life-Physical-and-Social-Science\n\n- [OOH HOME](/ooh/home.htm)|\n\n- [OCCUPATION FINDER](/ooh/occupation-finder.htm)|\n\n- [OOH FAQ](/ooh/about/ooh-faqs.htm)|\n\n- [HOW TO FIND A JOB](/ooh/how-to-find-a-job/home.htm)|\n\n- [A-Z INDEX](/ooh/a-z-index.htm)|\n\n- [OOH SITE MAP](/ooh/ooh-site-map.htm)\n\n[Occupational Outlook Handbook](/ooh/home.htm)>[Life, Physical, and Social Science](/ooh/life-physical-and-social-science/home.htm)>\n\n# Life, Physical, and Social Science Occupations\n\n[PRINTER-FRIENDLY](/ooh/life-physical-and-social-science/print/home.htm)\n\nThese workers use scientific research to help solve problems and expand knowledge.\n\nOverall employment in\u00a0life, physical, and social science\u00a0occupations is projected to grow faster than the average for all occupations from 2023 to 2033. About 148,400 openings are projected each year, on average, in these occupations due to employment growth and the need to replace workers who leave the occupations permanently.\n\nThe median annual wage for this group was $78,280 in May 2023, which was higher than the median annual wage for all occupations of $48,060.\n\nBLS employment projections, wage, and other data for related occupations not shown in the following table are available on the[Data for Occupations Not Covered in Detail](https://www.bls.gov/ooh/about/data-for-occupations-not-covered-in-detail.htm#Life,%20physical,%20and%20social%20science%20occupations)page. Information highlighting physical demands, cognitive and mental requirements, and other qualifications for workers in this group are available in a BLS[Occupational Requirements Survey](https://www.bls.gov/ors/factsheet/pdf/life-physical-and-social-science-occupations.pdf)(ORS) profile.\n\n| Image | OCCUPATION | JOB SUMMARY | ENTRY-LEVEL EDUCATION | 2023 MEDIAN PAY |\n\n\\| --- | --- | --- | --- | --- |\n\n\\| | Agricultural and Food Science Technicians | Agricultural and food science technicians help scientists with testing and research related to plants, animals, fibers, and food and beverage products. | Associate's degree | $47,010 |\n\n\\| | Agricultural and Food Scientists | Agricultural and food scientists research ways to improve the efficiency and safety of agricultural establishments and products. | Bachelor's degree | $76,400 |\n\n\\| | Anthropologists and Archeologists | Anthropologists and archeologists study the origin, development, and behavior of humans. | Master's degree | $63,800 |\n\n\\| | Atmospheric Scientists, Including Meteorologists | Atmospheric scientists study, report on, and forecast the weather and climate. | Bachelor's degree | $92,860 |\n\n\\| | Biochemists and Biophysicists | Biochemists and biophysicists study the chemical and physical principles of living things and of biological processes. | Doctoral or professional degree | $107,460 |\n\n\\| | Biological Technicians | Biological technicians assist biological and medical scientists with tasks such as laboratory setup, data collection, and observation. | Bachelor's degree | $51,430 |\n\n\\| | Chemical Technicians | Chemical technicians conduct laboratory tests to help scientists analyze the properties of materials. | Associate's degree | $56,750 |\n\n\\| | Chemists and Materials Scientists | Chemists and materials scientists research and analyze the chemical properties of substances to develop new materials, products, or knowledge. | Bachelor's degree | $87,180 |\n\n\\| | Conservation Scientists and Foresters | Conservation scientists and foresters manage the land quality of forests, parks, rangelands, and other natural resources. | Bachelor's degree | $68,300 |\n\n\\| | Economists | Economists conduct research, prepare reports, and evaluate issues related to monetary and fiscal policy. They also may collect and analyze statistical data. | Master's degree | $115,730 |\n\n\\| | Environmental Science and Protection Technicians | Environmental science and protection technicians monitor the environment and investigate sources of pollution and contamination, including those affecting public health. | Associate's degree | $50,660 |\n\n\\| | Environmental Scientists and Specialists | Environmental scientists and specialists conduct research or investigations to protect the environment or human health. | Bachelor's degree | $78,980 |\n\n\\| | Epidemiologists | Epidemiologists are public health workers who investigate patterns and causes of disease and injury. | Master's degree | $81,390 |\n\n\\| | Forensic Science Technicians | Forensic science technicians aid criminal investigations by collecting and analyzing evidence. | Bachelor's degree | $64,940 |\n\n\\| | Geographers | Geographers study the Earth and the distribution of its land, features, and inhabitants. | Bachelor's degree | $90,880 |\n\n\\| | Geological and Hydrologic Technicians | Geological and hydrologic technicians support scientists and engineers in exploring, extracting, and monitoring natural resources. | Associate's degree | $53,440 |\n\n\\| | Geoscientists | Geoscientists study the physical aspects of the Earth. | Bachelor's degree | $92,580 |\n\n\\| | Historians | Historians research, analyze, interpret, and write about the past by studying historical documents and sources. | Master's degree | $72,890 |\n\n\\| | Hydrologists | Hydrologists study water and how it moves across and through the Earth\u2019s crust. | Bachelor's degree | $88,770 |\n\n\\| | Medical Scientists | Medical scientists conduct research aimed at improving overall human health. | Doctoral or professional degree | $100,890 |\n\n\\| | Microbiologists | Microbiologists study microorganisms such as bacteria, algae, and fungi. | Bachelor's degree | $85,470 |\n\n\\| | Nuclear Technicians | Nuclear technicians assist physicists, engineers, and other scientists in nuclear power generation and production activities, such as operating or maintaining nuclear testing equipment. | Associate's degree | $101,740 |\n\n\\| | Physicists and Astronomers | Physicists and astronomers study the interactions of matter and energy. | Doctoral or professional degree | $149,530 |\n\n\\| | Political Scientists | Political scientists study the origin, development, and operation of political systems. | Master's degree | $132,350 |\n\n\\| | Psychologists | Psychologists study cognitive, emotional, and social processes and behavior by observing, interpreting, and recording how people relate to one another and to their environments. | See How to Become One | $92,740 |\n\n\\| | Sociologists | Sociologists study society and social behavior by examining the groups, cultures, social institutions, and processes that develop when people interact and work together. | Master's degree | $101,770 |\n\n\\| | Survey Researchers | Survey researchers design and conduct surveys and analyze data. | Master's degree | $60,960 |\n\n\\| | Urban and Regional Planners | Urban and regional planners develop comprehensive plans and programs for use of land and physical facilities in cities, counties, metropolitan areas, and other jurisdictions. | Master's degree | $81,800 |\n\n\\| | Zoologists and Wildlife Biologists | Zoologists and wildlife biologists study animals, those both in captivity and in the wild, and how they interact with their ecosystems. | Bachelor's degree | $70,600 |\n\n## 2023 Median Pay\n\nThe wage at which half of the workers in the occupation earned more than that amount and half earned less. Median wage data are from the BLS Occupational Employment Statistics survey.\n\n## Entry-level Education\n\nTypical level of education that most workers need to enter this occupation.\n\n**Last Modified Date:**Thursday, August 29, 2024\n\nPERCUSSION INNER ENDRecommend this page using:[Facebook](javascript:void(0);)[Twitter](javascript:void(0);)[LinkedIn](javascript:void(0);)<div><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\"><img src=\\\"/images/icons/google.png\\\"></a><span><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\">Google+</a></span></div>\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_physicists_and_astronomers.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_physicists_and_astronomers.md", "filename": "bls_gov_ooh_life_physical_and_social_science_physicists_and_astronomers.md", "title": "bls_gov_ooh_life_physical_and_social_science_physicists_and_astronomers", "hash": "fbdde4e7763259c59dc0bf59121f7583", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Physicists and Astronomers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Physicists and astronomers study the interactions of matter and energy.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/physicists-and-astronomers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=9lVTE_bq3lw.](https://www.youtube.com/watch?v=9lVTE_bq3lw)| Quick Facts: Physicists and Astronomers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $149,530 per year $71.89 per hour |\n\n\\| Typical Entry-Level Education | Doctoral or professional degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 23,500 |\n\n\\| Job Outlook, 2023-33 | 7% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 1,700 |\n\nQF\n\n### [What Physicists and Astronomers Do](#tab-2)\n\nPhysicists and astronomers study the interactions of matter and energy.\n\n### [Work Environment](#tab-3)\n\nPhysicists and astronomers may work in offices, research laboratories, and observatories. Most physicists and astronomers work full time, and\u00a0some work more than 40 hours per week.\n\n### [How to Become a Physicist or Astronomer](#tab-4)\n\nPhysicists and astronomers typically need a Ph.D. for jobs in research and academia. However, entry-level physicist jobs in the federal government typically require a bachelor\u2019s degree in physics.\n\n### [Pay](#tab-5)\n\nThe median annual wage for astronomers was $127,930 in May 2023.\n\nThe median annual wage for physicists was $155,680 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof physicists and astronomers is projected to grow \t\t\t\t\t\t\t 7 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 1,600 openings for physicists and astronomers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for physicists and astronomers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of physicists and astronomers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about physicists and astronomers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_psychologists.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_psychologists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_psychologists.md", "title": "bls_gov_ooh_life_physical_and_social_science_psychologists", "hash": "40ae6712207b15cc3862d5746314568a", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Psychologists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Psychologists study cognitive, emotional, and social processes and behavior by observing, interpreting, and recording how individuals relate to one another and to their environments. \",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/psychologists.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=wZw9ZPv6lts.](https://www.youtube.com/watch?v=wZw9ZPv6lts)| Quick Facts: Psychologists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $92,740 per year $44.59 per hour |\n\n\\| Typical Entry-Level Education | See How to Become One |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Internship/residency |\n\n\\| Number of Jobs, 2023 | 207,500 |\n\n\\| Job Outlook, 2023-33 | 7% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 14,000 |\n\nQF\n\n### [What Psychologists Do](#tab-2)\n\nPsychologists study cognitive, emotional, and social processes and behavior by observing, interpreting, and recording how people relate to one another and to their environments.\n\n### [Work Environment](#tab-3)\n\nPsychologists work in a variety of settings, such as schools, hospitals, and private practice. Most are full time, but part-time work is common. Some work evenings or weekends to accommodate their clients' schedules.\n\n### [How to Become a Psychologist](#tab-4)\n\nPsychologists typically need an advanced degree, such as a master\u2019s or doctoral degree, in psychology. Licensing requirements vary by state and position.\n\n### [Pay](#tab-5)\n\nThe median annual wage for psychologists was $92,740 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof psychologists is projected to grow \t\t\t\t\t\t\t 7 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 13,000 openings for psychologists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for psychologists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of psychologists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about psychologists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_political_scientists.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_political_scientists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_political_scientists.md", "title": "bls_gov_ooh_life_physical_and_social_science_political_scientists", "hash": "ca5e3554e9f8d28c4f468d5c0ec7c35f", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Political Scientists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Political scientists study the origin, development, and operation of political systems. \",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/political-scientists.htm\",\n    \"date\": \"2024-12-02\",\n    \"text\": [\n\n## Summary\n\nPolitical scientists research policies, trends, and issues.| Quick Facts: Political Scientists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $132,350 per year $63.63 per hour |\n\n\\| Typical Entry-Level Education | Master's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 6,200 |\n\n\\| Job Outlook, 2023-33 | 3% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 200 |\n\nQF\n\n### [What Political Scientists Do](#tab-2)\n\nPolitical scientists study the origin, development, and operation of political systems.\n\n### [Work Environment](#tab-3)\n\nMost political scientists work full time in an office setting. They sometimes work additional hours.\n\n### [How to Become a Political Scientist](#tab-4)\n\nTo enter the occupation, political scientists typically need a master\u2019s degree in political science, public administration, or a related field. However, some employers consider candidates who have a bachelor\u2019s degree; others may prefer a Ph.D.\n\n### [Pay](#tab-5)\n\nThe median annual wage for political scientists was $132,350 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof political scientists is projected to grow \t\t\t\t\t\t\t 3 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 500 openings for political scientists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for political scientists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of political scientists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about political scientists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_survey_researchers.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_survey_researchers.md", "filename": "bls_gov_ooh_life_physical_and_social_science_survey_researchers.md", "title": "bls_gov_ooh_life_physical_and_social_science_survey_researchers", "hash": "e0ebe5383ae90cd979198379099c9728", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Survey Researchers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Survey researchers design and conduct surveys and analyze data.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/survey-researchers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=Dk4vhw0ia0s.](https://www.youtube.com/watch?v=Dk4vhw0ia0s)| Quick Facts: Survey Researchers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $60,960 per year $29.31 per hour |\n\n\\| Typical Entry-Level Education | Master's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 9,700 |\n\n\\| Job Outlook, 2023-33 | 0% (Little or no change) |\n\n\\| Employment Change, 2023-33 | 0 |\n\nQF\n\n### [What Survey Researchers Do](#tab-2)\n\nSurvey researchers design and conduct surveys and analyze data.\n\n### [Work Environment](#tab-3)\n\nMost survey researchers work in research firms, polling organizations, nonprofits, corporations, colleges and universities, and government agencies. The majority work full time during regular business hours.\n\n### [How to Become a Survey Researcher](#tab-4)\n\nSurvey\u00a0researchers typically need\u00a0at least a master\u2019s degree to enter the occupation. However,\u00a0a bachelor\u2019s degree may be sufficient for some entry-level positions.\n\n### [Pay](#tab-5)\n\nThe median annual wage for survey researchers was $60,960 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof survey researchers is projected to show little or no change \t\t\t\t\t\t\t from 2023 to 2033.\n\nDespite limited employment growth, about 800 openings for survey researchers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Most of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for survey researchers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of survey researchers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about survey researchers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_sociologists.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_sociologists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_sociologists.md", "title": "bls_gov_ooh_life_physical_and_social_science_sociologists", "hash": "379a8361469175db165a841d03d3fa4e", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Sociologists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Sociologists study society and social behavior by examining the groups, cultures, social institutions, and processes that develop when people interact and work together.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/sociologists.htm\",\n    \"date\": \"2024-12-02\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=NFvy_Jll8eY.](https://www.youtube.com/watch?v=NFvy_Jll8eY)| Quick Facts: Sociologists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $101,770 per year $48.93 per hour |\n\n\\| Typical Entry-Level Education | Master's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 3,300 |\n\n\\| Job Outlook, 2023-33 | 7% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 200 |\n\nQF\n\n### [What Sociologists Do](#tab-2)\n\nSociologists study society and social behavior by examining the groups, cultures, social institutions, and processes that develop when people interact and work together.\n\n### [Work Environment](#tab-3)\n\nSociologists usually work in an office setting, although they may work elsewhere when conducting research or presenting results. Most sociologists work full time.\n\n### [How to Become a Sociologist](#tab-4)\n\nSociologists typically need at least\u00a0a master\u2019s degree to enter the occupation.\n\n### [Pay](#tab-5)\n\nThe median annual wage for sociologists was $101,770 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof sociologists is projected to grow \t\t\t\t\t\t\t 7 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 300 openings for sociologists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for sociologists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of sociologists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about sociologists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_zoologists_and_wildlife_biologists.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_zoologists_and_wildlife_biologists.md", "filename": "bls_gov_ooh_life_physical_and_social_science_zoologists_and_wildlife_biologists.md", "title": "bls_gov_ooh_life_physical_and_social_science_zoologists_and_wildlife_biologists", "hash": "58eb343e5dad93592f45f7df63a961bb", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Zoologists and Wildlife Biologists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Zoologists and wildlife biologists study animals, those both in captivity and in the wild, and how they interact with their ecosystems. \",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/zoologists-and-wildlife-biologists.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=uoyuggwziWA.](https://www.youtube.com/watch?v=uoyuggwziWA)| Quick Facts: Zoologists and Wildlife Biologists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $70,600 per year $33.94 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 18,800 |\n\n\\| Job Outlook, 2023-33 | 4% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 800 |\n\nQF\n\n### [What Zoologists and Wildlife Biologists Do](#tab-2)\n\nZoologists and wildlife biologists study animals, those both in captivity and in the wild, and how they interact with their ecosystems.\n\n### [Work Environment](#tab-3)\n\nMost zoologists and wildlife biologists work full time. Zoologists and wildlife biologists work in a variety of settings, including offices and laboratories. Depending on their job, they also may spend time outdoors, gathering data and studying animals in their natural habitats.\n\n### [How to Become a Zoologist or Wildlife Biologist](#tab-4)\n\nZoologists and wildlife biologists typically need a bachelor\u2019s degree for entry-level positions and may need a master\u2019s degree for higher level jobs. They typically need a Ph.D. to lead research projects.\n\n### [Pay](#tab-5)\n\nThe median annual wage for zoologists and wildlife biologists was $70,600 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof zoologists and wildlife biologists is projected to grow \t\t\t\t\t\t\t 4 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 1,500 openings for zoologists and wildlife biologists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for zoologists and wildlife biologists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of zoologists and wildlife biologists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about zoologists and wildlife biologists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_life_physical_and_social_science_urban_and_regional_planners.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_life_physical_and_social_science_urban_and_regional_planners.md", "filename": "bls_gov_ooh_life_physical_and_social_science_urban_and_regional_planners.md", "title": "bls_gov_ooh_life_physical_and_social_science_urban_and_regional_planners", "hash": "b0a3f8f64764304f2687b5744395c84b", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Urban and Regional Planners: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Urban and regional planners develop comprehensive plans and programs for use of land and physical facilities in cities, counties, metropolitan areas, and other jurisdictions.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/life-physical-and-social-science/urban-and-regional-planners.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=sdrsY1vz1SU.](https://www.youtube.com/watch?v=sdrsY1vz1SU)| Quick Facts: Urban and Regional Planners | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $81,800 per year $39.33 per hour |\n\n\\| Typical Entry-Level Education | Master's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 45,200 |\n\n\\| Job Outlook, 2023-33 | 4% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 2,000 |\n\nQF\n\n### [What Urban and Regional Planners Do](#tab-2)\n\nUrban and regional planners develop comprehensive plans and programs for use of land and physical facilities in cities, counties, metropolitan areas, and other jurisdictions.\n\n### [Work Environment](#tab-3)\n\nUrban and regional planners usually work in an office setting and may travel to visit proposed sites. Most work full time, and some work evenings or weekends to attend meetings.\n\n### [How to Become an Urban or Regional Planner](#tab-4)\n\nUrban and regional planners typically need a bachelor\u2019s or master\u2019s degree from an accredited planning program to enter the occupation. Employers may prefer or require planners to be certified.\n\n### [Pay](#tab-5)\n\nThe median annual wage for urban and regional planners was $81,800 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof urban and regional planners is projected to grow \t\t\t\t\t\t\t 4 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 3,600 openings for urban and regional planners are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for urban and regional planners.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of urban and regional planners with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about urban and regional planners by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_administrative_services_managers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_administrative_services_managers.md", "filename": "bls_gov_ooh_management_administrative_services_managers.md", "title": "bls_gov_ooh_management_administrative_services_managers", "hash": "7cfdd91c9bb7187bb977dd4c962adb0f", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Administrative Services and Facilities Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Administrative services and facilities managers plan, direct, and coordinate activities that help an organization run efficiently.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/administrative-services-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=vd_bjToRF3Y.](https://www.youtube.com/watch?v=vd_bjToRF3Y)| Quick Facts: Administrative Services and Facilities Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $104,900 per year $50.44 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | Less than 5 years |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 397,300 |\n\n\\| Job Outlook, 2023-33 | 6% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 23,400 |\n\nQF\n\n### [What Administrative Services and Facilities Managers Do](#tab-2)\n\nAdministrative services and facilities managers plan, direct, and coordinate activities that help an organization run efficiently.\n\n### [Work Environment](#tab-3)\n\nMost administrative services and facilities managers work full time, and some work more than 40 hours per week.\n\n### [How to Become an Administrative Services or Facilities Manager](#tab-4)\n\nAlthough administrative services and facilities managers\u2019 educational requirements vary by organization and the work they do, these workers typically need a bachelor\u2019s degree and related work experience.\n\n### [Pay](#tab-5)\n\nThe median annual wage for administrative services managers was $106,470 in May 2023.\n\nThe median annual wage for facilities managers was $102,340 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof administrative services and facilities managers is projected to grow \t\t\t\t\t\t\t 6 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 35,200 openings for administrative services and facilities managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for administrative services and facilities managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of administrative services and facilities managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about administrative services and facilities managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_management_computer_and_information_systems_managers.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_computer_and_information_systems_managers.md", "filename": "bls_gov_ooh_management_computer_and_information_systems_managers.md", "title": "bls_gov_ooh_management_computer_and_information_systems_managers", "hash": "2b2275dff1c3c14bf619adeb2387c088", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Computer and Information Systems Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Computer and information systems managers plan, coordinate, and direct computer-related activities in an organization.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/computer-and-information-systems-managers.htm\",\n    \"date\": \"2024-12-17\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=WQmsKH7mIqo.](https://www.youtube.com/watch?v=WQmsKH7mIqo)| Quick Facts: Computer and Information Systems Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $169,510 per year $81.50 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | 5 years or more |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 613,500 |\n\n\\| Job Outlook, 2023-33 | 17% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 106,900 |\n\nQF\n\n### [What Computer and Information Systems Managers Do](#tab-2)\n\nComputer and information systems managers plan, coordinate, and direct computer-related activities in an organization.\n\n### [Work Environment](#tab-3)\n\nComputer and information systems managers are employed in many industries. They usually work in an office setting. Most work full time, and some work more than 40 hours per week.\n\n### [How to Become a Computer and Information Systems Manager](#tab-4)\n\nTo enter the occupation, computer and information systems managers typically need a bachelor\u2019s degree in computer science or information technology, along with related work experience. Some employers require or prefer that candidates have a graduate degree.\n\n### [Pay](#tab-5)\n\nThe median annual wage for computer and information systems managers was $169,510 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof computer and information systems managers is projected to grow \t\t\t\t\t\t\t 17 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 54,700 openings for computer and information systems managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for computer and information systems managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of computer and information systems managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about computer and information systems managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_compensation_and_benefits_managers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_compensation_and_benefits_managers.md", "filename": "bls_gov_ooh_management_compensation_and_benefits_managers.md", "title": "bls_gov_ooh_management_compensation_and_benefits_managers", "hash": "4036c1ea612ed75cd642c8bff1805c89", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Compensation and Benefits Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Compensation and benefits managers plan, develop, and oversee programs to pay employees.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/compensation-and-benefits-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nCompensation and benefits managers work in nearly every industry.| Quick Facts: Compensation and Benefits Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $136,380 per year $65.57 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | 5 years or more |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 19,100 |\n\n\\| Job Outlook, 2023-33 | 2% (Slower than average) |\n\n\\| Employment Change, 2023-33 | 400 |\n\nQF\n\n### [What Compensation and Benefits Managers Do](#tab-2)\n\nCompensation and benefits managers plan, develop, and oversee programs to pay employees.\n\n### [Work Environment](#tab-3)\n\nCompensation and benefits managers work in nearly every industry. Some work more than 40 hours per week.\n\n### [How to Become a Compensation or Benefits Manager](#tab-4)\n\nCompensation and benefits managers typically need a bachelor\u2019s degree and related work experience.\n\n### [Pay](#tab-5)\n\nThe median annual wage for compensation and benefits managers was $136,380 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof compensation and benefits managers is projected to grow \t\t\t\t\t\t\t 2 percent from 2023 to 2033, slower than the average for all occupations.\n\nDespite limited employment growth, about 1,300 openings for compensation and benefits managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Most of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for compensation and benefits managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of compensation and benefits managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about compensation and benefits managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_management_advertising_promotions_and_marketing_managers.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_advertising_promotions_and_marketing_managers.md", "filename": "bls_gov_ooh_management_advertising_promotions_and_marketing_managers.md", "title": "bls_gov_ooh_management_advertising_promotions_and_marketing_managers", "hash": "2c47815655d829cbc65f78a673f7af65", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Advertising, Promotions, and Marketing Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Advertising, promotions, and marketing managers plan programs to generate interest in products or services.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/advertising-promotions-and-marketing-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=8r-nFPlKELc.](https://www.youtube.com/watch?v=8r-nFPlKELc)| Quick Facts: Advertising, Promotions, and Marketing Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $156,580 per year $75.28 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | See How to Become One |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 411,300 |\n\n\\| Job Outlook, 2023-33 | 8% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 31,100 |\n\nQF\n\n### [What Advertising, Promotions, and Marketing Managers Do](#tab-2)\n\nAdvertising, promotions, and marketing managers plan programs to generate interest in products or services.\n\n### [Work Environment](#tab-3)\n\nAdvertising, promotions, and marketing managers typically work in an office setting. They may travel to meet with clients or media representatives. Most of these managers work full time, and some work more than 40 hours per week.\n\n### [How to Become an Advertising, Promotions, or Marketing Manager](#tab-4)\n\nAdvertising, promotions, and marketing managers typically need a bachelor\u2019s degree. They also typically need work experience in a related occupation.\n\n### [Pay](#tab-5)\n\nThe median annual wage for advertising and promotions managers was $131,870 in May 2023.\n\nThe median annual wage for marketing managers was $157,620 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof advertising, promotions, and marketing managers is projected to grow \t\t\t\t\t\t\t 8 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 36,600 openings for advertising, promotions, and marketing managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for advertising, promotions, and marketing managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of advertising, promotions, and marketing managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about advertising, promotions, and marketing managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_architectural_and_engineering_managers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_architectural_and_engineering_managers.md", "filename": "bls_gov_ooh_management_architectural_and_engineering_managers.md", "title": "bls_gov_ooh_management_architectural_and_engineering_managers", "hash": "ef2f18df4e9fcbfee9f0617e45e68a56", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Architectural and Engineering Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Architectural and engineering managers plan, direct, and coordinate activities in the fields of architecture and engineering.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/architectural-and-engineering-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=Mk8FC3fPMpU.](https://www.youtube.com/watch?v=Mk8FC3fPMpU)| Quick Facts: Architectural and Engineering Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $165,370 per year $79.50 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | 5 years or more |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 210,200 |\n\n\\| Job Outlook, 2023-33 | 6% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 11,600 |\n\nQF\n\n### [What Architectural and Engineering Managers Do](#tab-2)\n\nArchitectural and engineering managers plan, direct, and coordinate activities in the fields of architecture and engineering.\n\n### [Work Environment](#tab-3)\n\nArchitectural and engineering managers typically work in offices, although some work in other settings, such as research laboratories or industrial production plants. Most work full time, and\u00a0some work more than 40 hours a week.\n\n### [How to Become an Architectural or Engineering Manager](#tab-4)\n\nTo enter the occupation, architectural\u00a0and engineering managers typically need at least a bachelor\u2019s degree and considerable work experience as an[architect](/ooh/architecture-and-engineering/architects.htm)or[engineer](/ooh/architecture-and-engineering/home.htm).\n\n### [Pay](#tab-5)\n\nThe median annual wage for architectural and engineering managers was $165,370 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof architectural and engineering managers is projected to grow \t\t\t\t\t\t\t 6 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 15,000 openings for architectural and engineering managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for architectural and engineering managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of architectural and engineering managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about architectural and engineering managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_construction_managers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_construction_managers.md", "filename": "bls_gov_ooh_management_construction_managers.md", "title": "bls_gov_ooh_management_construction_managers", "hash": "0859f8ccd350d7d51fcae065fa8e9fc6", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Construction Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Construction managers plan, coordinate, budget, and supervise construction projects from start to finish.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/construction-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=SiamJadljrw.](https://www.youtube.com/watch?v=SiamJadljrw)| Quick Facts: Construction Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $104,900 per year $50.43 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Moderate-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 520,900 |\n\n\\| Job Outlook, 2023-33 | 9% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 47,600 |\n\nQF\n\n### [What Construction Managers Do](#tab-2)\n\nConstruction managers plan, coordinate, budget, and supervise construction projects from start to finish.\n\n### [Work Environment](#tab-3)\n\nConstruction managers may have a main office but spend most of their time in a field office onsite, where they monitor projects and make decisions about construction activities. Their schedules may vary.\n\n### [How to Become a Construction Manager](#tab-4)\n\nConstruction managers typically need a bachelor\u2019s degree, and they learn management techniques through on-the-job training. Large construction firms may prefer to hire candidates who have both construction experience and a bachelor\u2019s degree in a construction-related field.\n\n### [Pay](#tab-5)\n\nThe median annual wage for construction managers was $104,900 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof construction managers is projected to grow \t\t\t\t\t\t\t 9 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 45,800 openings for construction managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for construction managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of construction managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about construction managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_entertainment_and_recreation_managers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_entertainment_and_recreation_managers.md", "filename": "bls_gov_ooh_management_entertainment_and_recreation_managers.md", "title": "bls_gov_ooh_management_entertainment_and_recreation_managers", "hash": "6ed3740fa2ab3aa9147961d622685334", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Entertainment and Recreation Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Entertainment and recreation managers plan, direct, and coordinate activities and operations related to fitness and leisure.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/entertainment-and-recreation-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\n| Quick Facts: Entertainment and Recreation Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $73,460 per year $35.32 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | Less than 5 years |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 35,800 |\n\n\\| Job Outlook, 2023-33 | 11% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 3,900 |\n\nQF\n\n### [What Entertainment and Recreation Managers Do](#tab-2)\n\nEntertainment and recreation managers plan, direct, and coordinate activities and operations related to fitness and leisure.\n\n### [Work Environment](#tab-3)\n\nEntertainment and recreation managers typically work in\u00a0various office settings, such as in recreational facilities or on cruise ships. However,\u00a0many also spend time at event sites or outdoors, such as in parks. Most work full time. Work schedules may vary and can include nights, weekends, and holidays.\n\n### [How to Become an Entertainment or Recreation Manager](#tab-4)\n\nRequirements vary for becoming an entertainment or recreation manager. Some workers typically need a bachelor\u2019s degree, while others enter the occupation with a high school diploma. Work experience is also important.\n\n### [Pay](#tab-5)\n\nThe median annual wage for entertainment and recreation managers was $73,460 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof entertainment and recreation managers is projected to grow \t\t\t\t\t\t\t 11 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 4,800 openings for entertainment and recreation managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for entertainment and recreation managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of entertainment and recreation managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about entertainment and recreation managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_financial_managers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_financial_managers.md", "filename": "bls_gov_ooh_management_financial_managers.md", "title": "bls_gov_ooh_management_financial_managers", "hash": "66a8eac59619e316566484dfcc7462b2", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Financial Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Financial managers create financial reports, direct investment activities, and develop plans for the long-term financial goals of their organization.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/financial-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=8ATMziMJ1fw.](https://www.youtube.com/watch?v=8ATMziMJ1fw)| Quick Facts: Financial Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $156,100 per year $75.05 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | 5 years or more |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 837,100 |\n\n\\| Job Outlook, 2023-33 | 17% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 138,300 |\n\nQF\n\n### [What Financial Managers Do](#tab-2)\n\nFinancial managers create financial reports, direct investment activities, and develop plans for the long-term financial goals of their organization.\n\n### [Work Environment](#tab-3)\n\nFinancial managers work in many industries, including banks, investment firms, and insurance companies. Most financial managers work full time, and some work more than 40 hours per week.\n\n### [How to Become a Financial Manager](#tab-4)\n\nFinancial managers typically need a bachelor\u2019s degree and 5 years or more of experience in another business or financial occupation, such as[accountant](/ooh/business-and-financial/accountants-and-auditors.htm),[securities sales agent](/ooh/sales/securities-commodities-and-financial-services-sales-agents.htm), or[financial analyst](/ooh/business-and-financial/financial-analysts.htm).\n\n### [Pay](#tab-5)\n\nThe median annual wage for financial managers was $156,100 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof financial managers is projected to grow \t\t\t\t\t\t\t 17 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 75,100 openings for financial managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for financial managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of financial managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about financial managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_management_elementary_middle_and_high_school_principals.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_elementary_middle_and_high_school_principals.md", "filename": "bls_gov_ooh_management_elementary_middle_and_high_school_principals.md", "title": "bls_gov_ooh_management_elementary_middle_and_high_school_principals", "hash": "f2aa1665c3a2ffda1b5a4877508d2e62", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Elementary, Middle, and High School Principals: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Elementary, middle, and high school principals oversee all school operations, including daily school activities.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/elementary-middle-and-high-school-principals.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=SIrzeKtuGbI.](https://www.youtube.com/watch?v=SIrzeKtuGbI)| Quick Facts: Elementary, Middle, and High School Principals | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $103,460 per year |\n\n\\| Typical Entry-Level Education | Master's degree |\n\n\\| Work Experience in a Related Occupation | 5 years or more |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 316,600 |\n\n\\| Job Outlook, 2023-33 | -1% (Decline) |\n\n\\| Employment Change, 2023-33 | -1,600 |\n\nQF\n\n### [What Elementary, Middle, and High School Principals Do](#tab-2)\n\nElementary, middle, and high school principals oversee all school operations, including daily school activities.\n\n### [Work Environment](#tab-3)\n\nPrincipals work in public and private elementary, middle, and high schools. Typically, principals work year round.\n\n### [How to Become an Elementary, Middle, or High School Principal](#tab-4)\n\nPrincipals typically need a master\u2019s degree in education administration or leadership. In addition, they need teaching experience.\n\n### [Pay](#tab-5)\n\nThe median annual wage for elementary, middle, and high school principals was $103,460 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof elementary, middle, and high school principals is projected to decline \t\t\t\t\t\t\t 1 percent from 2023 to 2033.\n\nDespite declining employment, about 20,800 openings for elementary, middle, and high school principals are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t All of those openings are expected to result from the need to replace workers who transfer to other occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for elementary, middle, and high school principals.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of elementary, middle, and high school principals with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about elementary, middle, and high school principals by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_emergency_management_directors.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_emergency_management_directors.md", "filename": "bls_gov_ooh_management_emergency_management_directors.md", "title": "bls_gov_ooh_management_emergency_management_directors", "hash": "292d745d55722ce9820b65a78e2e5d68", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Emergency Management Directors: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Emergency management directors prepare plans and procedures for responding to natural disasters or other emergencies. They also help lead the response during and after emergencies.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/emergency-management-directors.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=MHoKkOBWbt8.](https://www.youtube.com/watch?v=MHoKkOBWbt8)| Quick Facts: Emergency Management Directors | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $83,960 per year $40.37 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | 5 years or more |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 12,400 |\n\n\\| Job Outlook, 2023-33 | 4% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 500 |\n\nQF\n\n### [What Emergency Management Directors Do](#tab-2)\n\nEmergency management directors prepare plans and procedures for responding to natural disasters or other emergencies. They also help lead the response during and after emergencies.\n\n### [Work Environment](#tab-3)\n\nMost emergency management directors work for local or state governments. Others work for organizations such as hospitals, colleges and universities, or private companies.\n\n### [How to Become an Emergency Management Director](#tab-4)\n\nEmergency management directors typically need a bachelor\u2019s degree and many years of work experience in emergency response, disaster planning, or public administration.\n\n### [Pay](#tab-5)\n\nThe median annual wage for emergency management directors was $83,960 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof emergency management directors is projected to grow \t\t\t\t\t\t\t 4 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 1,000 openings for emergency management directors are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for emergency management directors.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of emergency management directors with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about emergency management directors by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_home.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_home.md", "filename": "bls_gov_ooh_management_home.md", "title": "bls_gov_ooh_management_home", "hash": "479f908e307081314c6a8da6f739a2b2", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Management Occupations: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\nPERCUSSION INNER STARTfolder_path : //Sites/wwwBlsGov/Publications/OOH/Management\n\n- [OOH HOME](/ooh/home.htm)|\n\n- [OCCUPATION FINDER](/ooh/occupation-finder.htm)|\n\n- [OOH FAQ](/ooh/about/ooh-faqs.htm)|\n\n- [HOW TO FIND A JOB](/ooh/how-to-find-a-job/home.htm)|\n\n- [A-Z INDEX](/ooh/a-z-index.htm)|\n\n- [OOH SITE MAP](/ooh/ooh-site-map.htm)\n\n[Occupational Outlook Handbook](/ooh/home.htm)>[Management](/ooh/management/home.htm)>\n\n# Management Occupations\n\n[PRINTER-FRIENDLY](/ooh/management/print/home.htm)\n\nWorkers in these occupations establish plans and policies, direct business activities, and oversee people, products, and services.\n\nOverall employment in management occupations is projected to grow faster than the average for all occupations from 2023 to 2033. About 1.2 million openings are projected each year, on average, in these occupations due to employment growth and the need to replace workers who leave the occupations permanently.\n\nThe median annual wage for this group was $116,880 in May 2023, which was higher than the median annual wage for all occupations of $48,060.\n\nBLS employment projections, wage, and other data for related occupations not shown in the following table are available on the[Data for Occupations Not Covered in Detail](https://www.bls.gov/ooh/about/data-for-occupations-not-covered-in-detail.htm#Management%20occupations)page. Information highlighting physical demands, cognitive and mental requirements, and other qualifications for workers in this group are available in a BLS[Occupational Requirements Survey](https://www.bls.gov/ors/factsheet/pdf/management-occupations.pdf)(ORS) profile.\n\n| Image | OCCUPATION | JOB SUMMARY | ENTRY-LEVEL EDUCATION | 2023 MEDIAN PAY |\n\n\\| --- | --- | --- | --- | --- |\n\n\\| | Administrative Services and Facilities Managers | Administrative services and facilities managers plan, direct, and coordinate activities that help an organization run efficiently. | Bachelor's degree | $104,900 |\n\n\\| | Advertising, Promotions, and Marketing Managers | Advertising, promotions, and marketing managers plan programs to generate interest in products or services. | Bachelor's degree | $156,580 |\n\n\\| | Architectural and Engineering Managers | Architectural and engineering managers plan, direct, and coordinate activities in the fields of architecture and engineering. | Bachelor's degree | $165,370 |\n\n\\| | Compensation and Benefits Managers | Compensation and benefits managers plan, develop, and oversee programs to pay employees. | Bachelor's degree | $136,380 |\n\n\\| | Computer and Information Systems Managers | Computer and information systems managers plan, coordinate, and direct computer-related activities in an organization. | Bachelor's degree | $169,510 |\n\n\\| | Construction Managers | Construction managers plan, coordinate, budget, and supervise construction projects from start to finish. | Bachelor's degree | $104,900 |\n\n\\| | Elementary, Middle, and High School Principals | Elementary, middle, and high school principals oversee all school operations, including daily school activities. | Master's degree | $103,460 |\n\n\\| | Emergency Management Directors | Emergency management directors prepare plans and procedures for responding to natural disasters or other emergencies. They also help lead the response during and after emergencies. | Bachelor's degree | $83,960 |\n\n\\| | Entertainment and Recreation Managers | Entertainment and recreation managers plan, direct, and coordinate activities and operations related to fitness and leisure. | Bachelor's degree | $73,460 |\n\n\\| | Farmers, Ranchers, and Other Agricultural Managers | Farmers, ranchers, and other agricultural managers run establishments that produce crops, livestock, and dairy products. | High school diploma or equivalent | $83,770 |\n\n\\| | Financial Managers | Financial managers create financial reports, direct investment activities, and develop plans for the long-term financial goals of their organization. | Bachelor's degree | $156,100 |\n\n\\| | Food Service Managers | Food service managers are responsible for the daily operation of restaurants or other establishments that prepare and serve food and beverages. | High school diploma or equivalent | $63,060 |\n\n\\| | Human Resources Managers | Human resources managers plan, coordinate, and direct the administrative functions of an organization. | Bachelor's degree | $136,350 |\n\n\\| | Industrial Production Managers | Industrial production managers oversee the operations of manufacturing and related plants. | Bachelor's degree | $116,970 |\n\n\\| | Lodging Managers | Lodging managers ensure that guests have a pleasant experience at an accommodations facility. They also plan, direct, or coordinate activities to ensure that the facility is efficient and profitable. | High school diploma or equivalent | $65,360 |\n\n\\| | Medical and Health Services Managers | Medical and health services managers plan, direct, and coordinate the business activities of healthcare providers. | Bachelor's degree | $110,680 |\n\n\\| | Natural Sciences Managers | Natural sciences managers plan, supervise, or coordinate research and other activities in fields such as life sciences, physical sciences, mathematics, and statistics. | Bachelor's degree | $157,740 |\n\n\\| | Postsecondary Education Administrators | Postsecondary education administrators oversee student services, academics, and faculty research at colleges and universities. | Master's degree | $102,610 |\n\n\\| | Preschool and Childcare Center Directors | Preschool and childcare center directors supervise and lead their staffs, design program plans, oversee daily activities, and prepare budgets. | Bachelor's degree | $54,290 |\n\n\\| | Property, Real Estate, and Community Association Managers | Property, real estate, and community association managers oversee many aspects of residential, commercial, or industrial properties. | High school diploma or equivalent | $62,850 |\n\n\\| | Public Relations and Fundraising Managers | Public relations managers direct the creation of materials that will enhance the public image of their employer or client. Fundraising managers coordinate campaigns that bring in donations for their organization. | Bachelor's degree | $130,480 |\n\n\\| | Sales Managers | Sales managers plan, direct, or coordinate the delivery of a product or service to the customer. | Bachelor's degree | $135,160 |\n\n\\| | Social and Community Service Managers | Social and community service managers coordinate and supervise programs and organizations that support public well-being. | Bachelor's degree | $77,030 |\n\n\\| | Top Executives | Top executives plan strategies and policies to ensure that an organization meets its goals. | Bachelor's degree | $103,840 |\n\n\\| | Training and Development Managers | Training and development managers plan, coordinate, and direct skills- and knowledge-enhancement programs for an organization\u2019s staff. | Bachelor's degree | $125,040 |\n\n\\| | Transportation, Storage, and Distribution Managers | Transportation, storage, and distribution managers plan, direct, or coordinate the movement of people and goods. | High school diploma or equivalent | $99,200 |\n\n## 2023 Median Pay\n\nThe wage at which half of the workers in the occupation earned more than that amount and half earned less. Median wage data are from the BLS Occupational Employment Statistics survey.\n\n## Entry-level Education\n\nTypical level of education that most workers need to enter this occupation.\n\n**Last Modified Date:**Thursday, August 29, 2024\n\nPERCUSSION INNER ENDRecommend this page using:[Facebook](javascript:void(0);)[Twitter](javascript:void(0);)[LinkedIn](javascript:void(0);)<div><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\"><img src=\\\"/images/icons/google.png\\\"></a><span><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\">Google+</a></span></div>\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_food_service_managers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_food_service_managers.md", "filename": "bls_gov_ooh_management_food_service_managers.md", "title": "bls_gov_ooh_management_food_service_managers", "hash": "0bb6280828f7f7aa05cc4e8bff4356a0", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Food Service Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Food service managers are responsible for the daily operation of restaurants or other establishments that prepare and serve food and beverages.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/food-service-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=OzTbTaVPM2w.](https://www.youtube.com/watch?v=OzTbTaVPM2w)| Quick Facts: Food Service Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $63,060 per year $30.32 per hour |\n\n\\| Typical Entry-Level Education | High school diploma or equivalent |\n\n\\| Work Experience in a Related Occupation | Less than 5 years |\n\n\\| On-the-job Training | Short-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 393,600 |\n\n\\| Job Outlook, 2023-33 | 2% (Slower than average) |\n\n\\| Employment Change, 2023-33 | 5,900 |\n\nQF\n\n### [What Food Service Managers Do](#tab-2)\n\nFood service managers are responsible for the daily operation of restaurants or other establishments that prepare and serve food and beverages.\n\n### [Work Environment](#tab-3)\n\nFood service managers work in restaurants, hotels, school cafeterias, and other establishments where food is prepared and served. They often work evenings, weekends, and holidays. The work\u00a0is often\u00a0hectic, and dealing with dissatisfied customers\u00a0may be stressful.\n\n### [How to Become a Food Service Manager](#tab-4)\n\nFood service managers typically need a high school diploma and several years of work experience in the food service industry. Some receive additional training at community colleges, technical or vocational schools, culinary schools, or 4-year colleges.\n\n### [Pay](#tab-5)\n\nThe median annual wage for food service managers was $63,060 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof food service managers is projected to grow \t\t\t\t\t\t\t 2 percent from 2023 to 2033, slower than the average for all occupations.\n\nDespite limited employment growth, about 44,500 openings for food service managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Most of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for food service managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of food service managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about food service managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_human_resources_managers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_human_resources_managers.md", "filename": "bls_gov_ooh_management_human_resources_managers.md", "title": "bls_gov_ooh_management_human_resources_managers", "hash": "150169b245d59d7c3001b4597ad5b869", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Human Resources Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Human resources managers plan, coordinate, and direct the administrative functions of an organization.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/human-resources-managers.htm\",\n    \"date\": \"2025-02-12\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=x6NTfg_3Wh0.](https://www.youtube.com/watch?v=x6NTfg_3Wh0)| Quick Facts: Human Resources Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $136,350 per year $65.55 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | 5 years or more |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 208,900 |\n\n\\| Job Outlook, 2023-33 | 6% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 13,500 |\n\nQF\n\n### [What Human Resources Managers Do](#tab-2)\n\nHuman resources managers plan, coordinate, and direct the administrative functions of an organization.\n\n### [Work Environment](#tab-3)\n\nHuman resources managers are employed in nearly every industry. They work in offices, and most work full time during regular business hours. Some\u00a0travel to attend professional meetings or to recruit employees.\n\n### [How to Become a Human Resources Manager](#tab-4)\n\nCandidates typically need a combination of education and several years of related work experience to become a human resources manager. Although positions typically require a bachelor\u2019s degree, some require a master\u2019s degree.\n\n### [Pay](#tab-5)\n\nThe median annual wage for human resources managers was $136,350 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof human resources managers is projected to grow \t\t\t\t\t\t\t 6 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 17,400 openings for human resources managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for human resources managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of human resources managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about human resources managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_management_farmers_ranchers_and_other_agricultural_managers.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_farmers_ranchers_and_other_agricultural_managers.md", "filename": "bls_gov_ooh_management_farmers_ranchers_and_other_agricultural_managers.md", "title": "bls_gov_ooh_management_farmers_ranchers_and_other_agricultural_managers", "hash": "346783141b15d33dda7dfa0e1b2960db", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Farmers, Ranchers, and Other Agricultural Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Farmers, ranchers, and other agricultural managers run establishments that produce crops, livestock, and dairy products.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/farmers-ranchers-and-other-agricultural-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=YoAC6Ql_Fx4.](https://www.youtube.com/watch?v=YoAC6Ql_Fx4)| Quick Facts: Farmers, Ranchers, and Other Agricultural Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $83,770 per year $40.27 per hour |\n\n\\| Typical Entry-Level Education | High school diploma or equivalent |\n\n\\| Work Experience in a Related Occupation | 5 years or more |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 856,600 |\n\n\\| Job Outlook, 2023-33 | -2% (Decline) |\n\n\\| Employment Change, 2023-33 | -13,800 |\n\nQF\n\n### [What Farmers, Ranchers, and Other Agricultural Managers Do](#tab-2)\n\nFarmers, ranchers, and other agricultural managers run establishments that produce crops, livestock, and dairy products.\n\n### [Work Environment](#tab-3)\n\nFarmers, ranchers, and other agricultural managers typically work outdoors but also may spend time in an office. Their work is often physically demanding.\n\n### [How to Become a Farmer, Rancher, or Other Agricultural Manager](#tab-4)\n\nFarmers, ranchers, and other agricultural managers typically need at least a high school diploma and work experience in a related occupation.\n\n### [Pay](#tab-5)\n\nThe median annual wage for farmers, ranchers, and other agricultural managers was $83,770 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof farmers, ranchers, and other agricultural managers is projected to decline \t\t\t\t\t\t\t 2 percent from 2023 to 2033.\n\nDespite declining employment, about 88,500 openings for farmers, ranchers, and other agricultural managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t All of those openings are expected to result from the need to replace workers who transfer to other occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for farmers, ranchers, and other agricultural managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of farmers, ranchers, and other agricultural managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about farmers, ranchers, and other agricultural managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_industrial_production_managers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_industrial_production_managers.md", "filename": "bls_gov_ooh_management_industrial_production_managers.md", "title": "bls_gov_ooh_management_industrial_production_managers", "hash": "5ce1b0849528df0708986d7655def821", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Industrial Production Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Industrial production managers oversee the operations of manufacturing and related plants.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/industrial-production-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=DiPbRluXk1o.](https://www.youtube.com/watch?v=DiPbRluXk1o)| Quick Facts: Industrial Production Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $116,970 per year $56.24 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | 5 years or more |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 230,100 |\n\n\\| Job Outlook, 2023-33 | 3% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 6,500 |\n\nQF\n\n### [What Industrial Production Managers Do](#tab-2)\n\nIndustrial production managers oversee the operations of manufacturing and related plants.\n\n### [Work Environment](#tab-3)\n\nMost industrial production managers work full time, and some work more than 40 hours per week.\n\n### [How to Become an Industrial Production Manager](#tab-4)\n\nIndustrial production managers typically need a bachelor\u2019s degree and several years of related work experience.\n\n### [Pay](#tab-5)\n\nThe median annual wage for industrial production managers was $116,970 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof industrial production managers is projected to grow \t\t\t\t\t\t\t 3 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 17,100 openings for industrial production managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for industrial production managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of industrial production managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about industrial production managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_postsecondary_education_administrators.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_postsecondary_education_administrators.md", "filename": "bls_gov_ooh_management_postsecondary_education_administrators.md", "title": "bls_gov_ooh_management_postsecondary_education_administrators", "hash": "2fc7bf80a4fab4177ee7939286435602", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Postsecondary Education Administrators: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Postsecondary education administrators oversee student services, academics, and faculty research at colleges and universities. \",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/postsecondary-education-administrators.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=W44AXajj8ik.](https://www.youtube.com/watch?v=W44AXajj8ik)| Quick Facts: Postsecondary Education Administrators | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $102,610 per year $49.33 per hour |\n\n\\| Typical Entry-Level Education | Master's degree |\n\n\\| Work Experience in a Related Occupation | Less than 5 years |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 216,400 |\n\n\\| Job Outlook, 2023-33 | 3% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 6,200 |\n\nQF\n\n### [What Postsecondary Education Administrators Do](#tab-2)\n\nPostsecondary education administrators oversee student services, academics, and faculty research at colleges and universities.\n\n### [Work Environment](#tab-3)\n\nPostsecondary education administrators work for public and private schools. Most work full time.\n\n### [How to Become a Postsecondary Education Administrator](#tab-4)\n\nPostsecondary education administrators typically need a master\u2019s degree. However, there will be some opportunities for those with a bachelor\u2019s degree. Employers typically prefer to hire candidates who have experience working in a postsecondary education administrative office, especially for occupations such as registrars and academic deans.\n\n### [Pay](#tab-5)\n\nThe median annual wage for postsecondary education administrators was $102,610 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof postsecondary education administrators is projected to grow \t\t\t\t\t\t\t 3 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 15,200 openings for postsecondary education administrators are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for postsecondary education administrators.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of postsecondary education administrators with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about postsecondary education administrators by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_medical_and_health_services_managers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_medical_and_health_services_managers.md", "filename": "bls_gov_ooh_management_medical_and_health_services_managers.md", "title": "bls_gov_ooh_management_medical_and_health_services_managers", "hash": "8a601855043c2c09b0d376462a7873d6", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Medical and Health Services Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Medical and health services managers plan, direct, and coordinate the business activities of healthcare providers. \",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/medical-and-health-services-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=jmh01pXYn5I.](https://www.youtube.com/watch?v=jmh01pXYn5I)| Quick Facts: Medical and Health Services Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $110,680 per year $53.21 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | Less than 5 years |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 562,700 |\n\n\\| Job Outlook, 2023-33 | 29% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 160,600 |\n\nQF\n\n### [What Medical and Health Services Managers Do](#tab-2)\n\nMedical and health services managers plan, direct, and coordinate the business activities of healthcare providers.\n\n### [Work Environment](#tab-3)\n\nMost medical and health services managers work in healthcare facilities, including hospitals and nursing homes, and group medical practices. Most work full time, and some work more than 40 hours per week.\n\n### [How to Become a Medical or Health Services Manager](#tab-4)\n\nMedical and health services managers typically need a bachelor\u2019s degree to enter the occupation; however, education requirements may vary. Prospective managers also typically need work experience in an administrative or clinical role in a hospital or other healthcare facility.\n\n### [Pay](#tab-5)\n\nThe median annual wage for medical and health services managers was $110,680 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof medical and health services managers is projected to grow \t\t\t\t\t\t\t 29 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 61,400 openings for medical and health services managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for medical and health services managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of medical and health services managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about medical and health services managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_natural_sciences_managers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_natural_sciences_managers.md", "filename": "bls_gov_ooh_management_natural_sciences_managers.md", "title": "bls_gov_ooh_management_natural_sciences_managers", "hash": "8b67e3c71380cac1d67982a5e6c14b9a", "processed_at": "2025-03-05T09:16:39.817733", "chroma:document": "{\n    \"title\": \"Natural Sciences Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Natural sciences managers plan, supervise, or coordinate research and other activities in fields such as life sciences, physical sciences, mathematics, and statistics.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/natural-sciences-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=faXbaiNn2HM.](https://www.youtube.com/watch?v=faXbaiNn2HM)| Quick Facts: Natural Sciences Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $157,740 per year $75.84 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | 5 years or more |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 100,100 |\n\n\\| Job Outlook, 2023-33 | 8% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 7,500 |\n\nQF\n\n### [What Natural Sciences Managers Do](#tab-2)\n\nNatural sciences managers plan, supervise, or coordinate research and other activities in fields such as life sciences, physical sciences, mathematics, and statistics.\n\n### [Work Environment](#tab-3)\n\nNatural sciences managers work primarily in an office setting or in laboratories. Most work full time, and some work more than 40 hours per week.\n\n### [How to Become a Natural Sciences Manager](#tab-4)\n\nNatural sciences managers typically need at least a bachelor\u2019s degree in a natural science or\u00a0related field. Most\u00a0work as scientists before becoming managers.\n\n### [Pay](#tab-5)\n\nThe median annual wage for natural sciences managers was $157,740 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof natural sciences managers is projected to grow \t\t\t\t\t\t\t 8 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 8,300 openings for natural sciences managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for natural sciences managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of natural sciences managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about natural sciences managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:45
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_lodging_managers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_lodging_managers.md", "filename": "bls_gov_ooh_management_lodging_managers.md", "title": "bls_gov_ooh_management_lodging_managers", "hash": "ba6701bb1baf04893a8dd5b1a4afbb21", "processed_at": "2025-03-05T09:16:39.823289", "chroma:document": "{\n    \"title\": \"Lodging Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Lodging managers ensure that guests have a pleasant experience at an accommodations facility. They also plan, direct, or coordinate activities to ensure that the facility is efficient and profitable.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/lodging-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=N6wsqmVAvnQ.](https://www.youtube.com/watch?v=N6wsqmVAvnQ)| Quick Facts: Lodging Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $65,360 per year $31.42 per hour |\n\n\\| Typical Entry-Level Education | High school diploma or equivalent |\n\n\\| Work Experience in a Related Occupation | Less than 5 years |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 53,300 |\n\n\\| Job Outlook, 2023-33 | 10% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 5,300 |\n\nQF\n\n### [What Lodging Managers Do](#tab-2)\n\nLodging managers ensure that guests have a pleasant experience at an accommodations facility. They also plan, direct, or coordinate activities to ensure that the facility is efficient and profitable.\n\n### [Work Environment](#tab-3)\n\nMost lodging managers work full time. Work schedules may vary and often include evenings, weekends, and holidays. Because these facilities are open around the clock, some managers are on call 24 hours a day.\n\n### [How to Become a Lodging Manager](#tab-4)\n\nTo enter the occupation, lodging managers typically take one of three paths: a high school diploma combined with several years of experience working in a lodging facility, a bachelor\u2019s degree in hospitality or hotel management, or an associate\u2019s degree or certificate in hotel management.\n\n### [Pay](#tab-5)\n\nThe median annual wage for lodging managers was $65,360 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof lodging managers is projected to grow \t\t\t\t\t\t\t 10 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 6,000 openings for lodging managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for lodging managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of lodging managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about lodging managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_management_preschool_and_childcare_center_directors.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_preschool_and_childcare_center_directors.md", "filename": "bls_gov_ooh_management_preschool_and_childcare_center_directors.md", "title": "bls_gov_ooh_management_preschool_and_childcare_center_directors", "hash": "6f9a22697955370b74317ac4976be338", "processed_at": "2025-03-05T09:16:39.823289", "chroma:document": "{\n    \"title\": \"Preschool and Childcare Center Directors: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Preschool and childcare center directors supervise and lead their staffs, design program plans, oversee daily activities, and prepare budgets.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/preschool-and-childcare-center-directors.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=_YWom1RxVgI.](https://www.youtube.com/watch?v=_YWom1RxVgI)| Quick Facts: Preschool and Childcare Center Directors | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $54,290 per year $26.10 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | Less than 5 years |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 80,900 |\n\n\\| Job Outlook, 2023-33 | -2% (Decline) |\n\n\\| Employment Change, 2023-33 | -1,700 |\n\nQF\n\n### [What Preschool and Childcare Center Directors Do](#tab-2)\n\nPreschool and childcare center directors supervise and lead their staffs, design program plans, oversee daily activities, and prepare budgets.\n\n### [Work Environment](#tab-3)\n\nPreschool and childcare center directors work primarily in child daycare services. Most work full time, and some work more than 40 hours per week.\n\n### [How to Become a Preschool or Childcare Center Director](#tab-4)\n\nA bachelor\u2019s degree and experience in early childhood education are typically required to become a preschool and childcare center director. However, educational requirements vary. Additionally, some employers require these directors to have a nationally recognized credential, such as the Child Development Associate (CDA) credential.\n\n### [Pay](#tab-5)\n\nThe median annual wage for preschool and childcare center directors was $54,290 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof preschool and childcare center directors is projected to decline \t\t\t\t\t\t\t 2 percent from 2023 to 2033.\n\nDespite declining employment, about 5,100 openings for preschool and childcare center directors are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t All of those openings are expected to result from the need to replace workers who transfer to other occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for preschool and childcare center directors.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of preschool and childcare center directors with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about preschool and childcare center directors by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_sales_managers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_sales_managers.md", "filename": "bls_gov_ooh_management_sales_managers.md", "title": "bls_gov_ooh_management_sales_managers", "hash": "caf5d98b093b643c7455d86602ac80de", "processed_at": "2025-03-05T09:16:39.823289", "chroma:document": "{\n    \"title\": \"Sales Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Sales managers plan, direct, or coordinate the delivery of a product or service to the customer.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/sales-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=A7Rdneots0M.](https://www.youtube.com/watch?v=A7Rdneots0M)| Quick Facts: Sales Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $135,160 per year $64.98 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | Less than 5 years |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 584,800 |\n\n\\| Job Outlook, 2023-33 | 6% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 34,300 |\n\nQF\n\n### [What Sales Managers Do](#tab-2)\n\nSales managers plan, direct, or coordinate the delivery of a product or service to the customer.\n\n### [Work Environment](#tab-3)\n\nSales managers typically work in an office or retail setting. Most work full time, and some work more than 40 hours per week. They often are required to travel.\n\n### [How to Become a Sales Manager](#tab-4)\n\nSales managers typically need a bachelor\u2019s degree and work experience as a sales representative. For some jobs, workers qualify with a high school diploma.\n\n### [Pay](#tab-5)\n\nThe median annual wage for sales managers was $135,160 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof sales managers is projected to grow \t\t\t\t\t\t\t 6 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 48,600 openings for sales managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for sales managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of sales managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about sales managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_management_property_real_estate_and_community_association_managers.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_property_real_estate_and_community_association_managers.md", "filename": "bls_gov_ooh_management_property_real_estate_and_community_association_managers.md", "title": "bls_gov_ooh_management_property_real_estate_and_community_association_managers", "hash": "25fdae629773bdd61c9da369a33fba07", "processed_at": "2025-03-05T09:16:39.823289", "chroma:document": "{\n    \"title\": \"Property, Real Estate, and Community Association Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Property, real estate, and community association managers oversee many aspects of residential, commercial, or industrial properties.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/property-real-estate-and-community-association-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=ixlvQmz-KtU.](https://www.youtube.com/watch?v=ixlvQmz-KtU)| Quick Facts: Property, Real Estate, and Community Association Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $62,850 per year $30.22 per hour |\n\n\\| Typical Entry-Level Education | High school diploma or equivalent |\n\n\\| Work Experience in a Related Occupation | Less than 5 years |\n\n\\| On-the-job Training | Short-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 467,100 |\n\n\\| Job Outlook, 2023-33 | 3% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 15,100 |\n\nQF\n\n### [What Property, Real Estate, and Community Association Managers Do](#tab-2)\n\nProperty, real estate, and community association managers oversee many aspects of residential, commercial, or industrial properties.\n\n### [Work Environment](#tab-3)\n\nMost property, real estate, and community association managers work full time. They usually work in an office setting but may spend part of their workday on tasks away from the office, such as showing apartments, inspecting the grounds, or meeting with owners.\n\n### [How to Become a Property, Real Estate, or Community Association Manager](#tab-4)\n\nProperty, real estate, and community association managers typically need a high school diploma combined with several years of related work experience for entry-level positions, although employers may prefer to hire college graduates. Some managers also must have a state-issued license.\n\n### [Pay](#tab-5)\n\nThe median annual wage for property, real estate, and community association managers was $62,850 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof property, real estate, and community association managers is projected to grow \t\t\t\t\t\t\t 3 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 37,800 openings for property, real estate, and community association managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for property, real estate, and community association managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of property, real estate, and community association managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about property, real estate, and community association managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_public_relations_managers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_public_relations_managers.md", "filename": "bls_gov_ooh_management_public_relations_managers.md", "title": "bls_gov_ooh_management_public_relations_managers", "hash": "6ec8a5c41723a1637698fc8fbbdadf1b", "processed_at": "2025-03-05T09:16:39.823289", "chroma:document": "{\n    \"title\": \"Public Relations and Fundraising Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Public relations managers direct the creation of materials that will enhance the public image of their employer or client. Fundraising managers coordinate campaigns that bring in donations for their organization.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/public-relations-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=Hik6s9nEA2w.](https://www.youtube.com/watch?v=Hik6s9nEA2w)| Quick Facts: Public Relations and Fundraising Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $130,480 per year $62.73 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | 5 years or more |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 116,600 |\n\n\\| Job Outlook, 2023-33 | 7% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 7,700 |\n\nQF\n\n### [What Public Relations and Fundraising Managers Do](#tab-2)\n\nPublic relations managers direct the creation of materials that will enhance the public image of their employer or client. Fundraising managers coordinate campaigns that bring in donations for their organization.\n\n### [Work Environment](#tab-3)\n\nPublic relations and fundraising managers generally work in offices during regular business hours. However, many of these managers travel to give speeches and to attend meetings and community activities. Some work more than 40 hours per week.\n\n### [How to Become a Public Relations or Fundraising Manager](#tab-4)\n\nPublic relations and fundraising managers typically need at least a bachelor\u2019s degree, and some positions may require a master\u2019s degree. Many years of related work experience are also necessary.\n\n### [Pay](#tab-5)\n\nThe median annual wage for fundraising managers was $119,200 in May 2023.\n\nThe median annual wage for public relations managers was $134,760 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof public relations and fundraising managers is projected to grow \t\t\t\t\t\t\t 7 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 8,900 openings for public relations and fundraising managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for public relations and fundraising managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of public relations and fundraising managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about public relations and fundraising managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_social_and_community_service_managers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_social_and_community_service_managers.md", "filename": "bls_gov_ooh_management_social_and_community_service_managers.md", "title": "bls_gov_ooh_management_social_and_community_service_managers", "hash": "1b835fdffaa19008d2151c051fafd247", "processed_at": "2025-03-05T09:16:39.824286", "chroma:document": "{\n    \"title\": \"Social and Community Service Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Social and community service managers coordinate and supervise programs and organizations that support public well-being.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/social-and-community-service-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=E24m0WUJ-1M.](https://www.youtube.com/watch?v=E24m0WUJ-1M)| Quick Facts: Social and Community Service Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $77,030 per year $37.03 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | Less than 5 years |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 199,500 |\n\n\\| Job Outlook, 2023-33 | 8% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 16,400 |\n\nQF\n\n### [What Social and Community Service Managers Do](#tab-2)\n\nSocial and community service managers coordinate and supervise programs and organizations that support public well-being.\n\n### [Work Environment](#tab-3)\n\nSocial and community service managers work for nonprofit organizations, for-profit social service companies, and government agencies. Most work full time.\n\n### [How to Become a Social and Community Service Manager](#tab-4)\n\nSocial and community service managers typically need at least a bachelor\u2019s degree and work experience.\n\n### [Pay](#tab-5)\n\nThe median annual wage for social and community service managers was $77,030 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof social and community service managers is projected to grow \t\t\t\t\t\t\t 8 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 17,800 openings for social and community service managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for social and community service managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of social and community service managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about social and community service managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_top_executives.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_top_executives.md", "filename": "bls_gov_ooh_management_top_executives.md", "title": "bls_gov_ooh_management_top_executives", "hash": "1f1b10a10a62f49801f7e567425fffd8", "processed_at": "2025-03-05T09:16:39.824286", "chroma:document": "{\n    \"title\": \"Top Executives: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Top executives plan strategies and policies to ensure that an organization meets its goals.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/top-executives.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=2rSN2E1_aPQ.](https://www.youtube.com/watch?v=2rSN2E1_aPQ)| Quick Facts: Top Executives | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $103,840 per year $49.92 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | 5 years or more |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 3,944,000 |\n\n\\| Job Outlook, 2023-33 | 6% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 227,600 |\n\nQF\n\n### [What Top Executives Do](#tab-2)\n\nTop executives\u00a0plan strategies and policies to ensure that an organization meets its goals.\n\n### [Work Environment](#tab-3)\n\nTop executives work in nearly every industry, for both small and large organizations. They often have irregular schedules, which may include working evenings and weekends. Travel is common, particularly for chief executives.\n\n### [How to Become a Top Executive](#tab-4)\n\nTop executives typically need at least a bachelor\u2019s degree and considerable work experience to enter the occupation.\n\n### [Pay](#tab-5)\n\nThe median annual wage for chief executives was $206,680 in May 2023.\n\nThe median annual wage for general and operations managers was $101,280 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof top executives is projected to grow \t\t\t\t\t\t\t 6 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 343,800 openings for top executives are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for top executives.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of top executives with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about top executives by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_management_training_and_development_managers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_training_and_development_managers.md", "filename": "bls_gov_ooh_management_training_and_development_managers.md", "title": "bls_gov_ooh_management_training_and_development_managers", "hash": "1344f2fe2152ebfcfd01c0c6658bf69b", "processed_at": "2025-03-05T09:16:39.824286", "chroma:document": "{\n    \"title\": \"Training and Development Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Training and development managers plan, coordinate, and direct skills- and knowledge-enhancement programs for an organization\u2019s staff.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/training-and-development-managers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=5ds5MUyF6Lw.](https://www.youtube.com/watch?v=5ds5MUyF6Lw)| Quick Facts: Training and Development Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $125,040 per year $60.12 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | 5 years or more |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 43,200 |\n\n\\| Job Outlook, 2023-33 | 7% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 3,200 |\n\nQF\n\n### [What Training and Development Managers Do](#tab-2)\n\nTraining and development managers plan, coordinate, and direct skills- and knowledge-enhancement programs for an organization\u2019s staff.\n\n### [Work Environment](#tab-3)\n\nTraining and development managers work in nearly every industry. They typically work full time, spending much of their day with people. Some work more than 40 hours per week.\n\n### [How to Become a Training and Development Manager](#tab-4)\n\nTraining and development managers typically need a bachelor\u2019s or master\u2019s degree and related work experience.\n\n### [Pay](#tab-5)\n\nThe median annual wage for training and development managers was $125,040 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof training and development managers is projected to grow \t\t\t\t\t\t\t 7 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 3,600 openings for training and development managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for training and development managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of training and development managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about training and development managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_math_actuaries.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_math_actuaries.md", "filename": "bls_gov_ooh_math_actuaries.md", "title": "bls_gov_ooh_math_actuaries", "hash": "4310e686f03d44e11271b11dad87a7d6", "processed_at": "2025-03-05T09:16:39.825282", "chroma:document": "{\n    \"title\": \"Actuaries: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Actuaries use mathematics, statistics, and financial theory to analyze the economic costs of risk and uncertainty.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/math/actuaries.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=oy6_S6EzOHw.](https://www.youtube.com/watch?v=oy6_S6EzOHw)| Quick Facts: Actuaries | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $120,000 per year $57.69 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Long-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 30,200 |\n\n\\| Job Outlook, 2023-33 | 22% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 6,600 |\n\nQF\n\n### [What Actuaries Do](#tab-2)\n\nActuaries use mathematics, statistics, and financial theory to analyze the economic costs of risk and uncertainty.\n\n### [Work Environment](#tab-3)\n\nMost actuaries work for insurance companies. Although most work full time in an office setting, some actuaries who work as consultants travel to meet with clients.\n\n### [How to Become an Actuary](#tab-4)\n\nActuaries typically need a bachelor\u2019s degree to enter the occupation and must pass a series of exams to become certified. They must have a strong background in mathematics, statistics, and business.\n\n### [Pay](#tab-5)\n\nThe median annual wage for actuaries was $120,000 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof actuaries is projected to grow \t\t\t\t\t\t\t 22 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 2,200 openings for actuaries are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for actuaries.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of actuaries with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about actuaries by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_math_data_scientists.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_math_data_scientists.md", "filename": "bls_gov_ooh_math_data_scientists.md", "title": "bls_gov_ooh_math_data_scientists", "hash": "5f13751c54fa50884733d0b4e61503e0", "processed_at": "2025-03-05T09:16:39.825282", "chroma:document": "{\n    \"title\": \"Data Scientists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Data scientists use analytical tools and techniques to extract meaningful insights from data.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/math/data-scientists.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=uD8DfbJrqRI.](https://www.youtube.com/watch?v=uD8DfbJrqRI)| Quick Facts: Data Scientists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $108,020 per year $51.93 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 202,900 |\n\n\\| Job Outlook, 2023-33 | 36% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 73,100 |\n\nQF\n\n### [What Data Scientists Do](#tab-2)\n\nData scientists use analytical tools and techniques to extract meaningful insights from data.\n\n### [Work Environment](#tab-3)\n\nData scientists spend much of their time in an office setting. Most work full time.\n\n### [How to Become a Data Scientist](#tab-4)\n\nData scientists typically need at least a bachelor\u2019s degree in mathematics, statistics, computer science, or a related field to enter the occupation. Some employers require or prefer that applicants have a master\u2019s or doctoral degree.\n\n### [Pay](#tab-5)\n\nThe median annual wage for data scientists was $108,020 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof data scientists is projected to grow \t\t\t\t\t\t\t 36 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 20,800 openings for data scientists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for data scientists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of data scientists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about data scientists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_math_home.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_math_home.md", "filename": "bls_gov_ooh_math_home.md", "title": "bls_gov_ooh_math_home", "hash": "4c6661bc606dca5c6f264d6b848b5d70", "processed_at": "2025-03-05T09:16:39.825282", "chroma:document": "{\n    \"title\": \"Math Occupations: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/math/\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\nPERCUSSION INNER STARTfolder_path : //Sites/wwwBlsGov/Publications/OOH/Math\n\n- [OOH HOME](/ooh/home.htm)|\n\n- [OCCUPATION FINDER](/ooh/occupation-finder.htm)|\n\n- [OOH FAQ](/ooh/about/ooh-faqs.htm)|\n\n- [HOW TO FIND A JOB](/ooh/how-to-find-a-job/home.htm)|\n\n- [A-Z INDEX](/ooh/a-z-index.htm)|\n\n- [OOH SITE MAP](/ooh/ooh-site-map.htm)\n\n[Occupational Outlook Handbook](/ooh/home.htm)>[Math](/ooh/math/home.htm)>\n\n# Math Occupations\n\n[PRINTER-FRIENDLY](/ooh/math/print/home.htm)\n\nWorkers in this group use arithmetic and apply advanced techniques to make calculations, analyze data, and solve problems.\n\nOverall employment in math occupations is projected to grow much faster than the average for all occupations from 2023 to 2033. About 37,100 openings are projected each year, on average, in these occupations due to employment growth and the need to replace workers who leave the occupations permanently.\n\nThe median annual wage for this group was $101,460 in May 2023, which was higher than the median annual wage for all occupations of $48,060.\n\nBLS employment projections, wage, and other data for related occupations not shown in the following table are available on the[Data for Occupations Not Covered in Detail](https://www.bls.gov/ooh/about/data-for-occupations-not-covered-in-detail.htm#Computer%20and%20mathematical%20occupations)page. Information highlighting physical demands, cognitive and mental requirements, and other qualifications for workers in this group are available in a BLS[Occupational Requirements Survey](https://www.bls.gov/ors/factsheet/pdf/computer-and-mathematical-occupations.pdf)(ORS) profile.\n\n| Image | OCCUPATION | JOB SUMMARY | ENTRY-LEVEL EDUCATION | 2023 MEDIAN PAY |\n\n\\| --- | --- | --- | --- | --- |\n\n\\| | Actuaries | Actuaries use mathematics, statistics, and financial theory to analyze the economic costs of risk and uncertainty. | Bachelor's degree | $120,000 |\n\n\\| | Data Scientists | Data scientists use analytical tools and techniques to extract meaningful insights from data. | Bachelor's degree | $108,020 |\n\n\\| | Mathematicians and Statisticians | Mathematicians and statisticians analyze data and apply computational techniques to solve problems. | Master's degree | $104,860 |\n\n\\| | Operations Research Analysts | Operations research analysts use mathematics and logic to help solve complex issues. | Bachelor's degree | $83,640 |\n\n## 2023 Median Pay\n\nThe wage at which half of the workers in the occupation earned more than that amount and half earned less. Median wage data are from the BLS Occupational Employment Statistics survey.\n\n## Entry-level Education\n\nTypical level of education that most workers need to enter this occupation.\n\n**Last Modified Date:**Thursday, August 29, 2024\n\nPERCUSSION INNER ENDRecommend this page using:[Facebook](javascript:void(0);)[Twitter](javascript:void(0);)[LinkedIn](javascript:void(0);)<div><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\"><img src=\\\"/images/icons/google.png\\\"></a><span><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\">Google+</a></span></div>\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_management_transportation_storage_and_distribution_managers.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_management_transportation_storage_and_distribution_managers.md", "filename": "bls_gov_ooh_management_transportation_storage_and_distribution_managers.md", "title": "bls_gov_ooh_management_transportation_storage_and_distribution_managers", "hash": "a4fb2ceb45045b5ac7f813be517f3e3b", "processed_at": "2025-03-05T09:16:39.825282", "chroma:document": "{\n    \"title\": \"Transportation, Storage, and Distribution Managers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Transportation, storage, and distribution managers plan, direct, or coordinate the movement of people and goods. \",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/management/transportation-storage-and-distribution-managers.htm\",\n    \"date\": \"2024-10-10\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=bL5gCdBAA7s.](https://www.youtube.com/watch?v=bL5gCdBAA7s)| Quick Facts: Transportation, Storage, and Distribution Managers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $99,200 per year $47.69 per hour |\n\n\\| Typical Entry-Level Education | High school diploma or equivalent |\n\n\\| Work Experience in a Related Occupation | 5 years or more |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 211,800 |\n\n\\| Job Outlook, 2023-33 | 9% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 19,100 |\n\nQF\n\n### [What Transportation, Storage, and Distribution Managers Do](#tab-2)\n\nTransportation, storage, and distribution managers plan, direct, or coordinate the movement of people and goods.\n\n### [Work Environment](#tab-3)\n\nMost transportation, storage, and distribution managers work full time, and some work more than 40 hours per week.\n\n### [How to Become a Transportation, Storage, and Distribution Manager](#tab-4)\n\nTransportation, storage, and distribution managers typically need a high school diploma, although some employers prefer or require a bachelor\u2019s degree. They also need related work experience to enter the occupation.\n\n### [Pay](#tab-5)\n\nThe median annual wage for transportation, storage, and distribution managers was $99,200 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof transportation, storage, and distribution managers is projected to grow \t\t\t\t\t\t\t 9 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 19,700 openings for transportation, storage, and distribution managers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for transportation, storage, and distribution managers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of transportation, storage, and distribution managers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about transportation, storage, and distribution managers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_math_mathematicians_and_statisticians.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_math_mathematicians_and_statisticians.md", "filename": "bls_gov_ooh_math_mathematicians_and_statisticians.md", "title": "bls_gov_ooh_math_mathematicians_and_statisticians", "hash": "87c34bbe14a7fe7ea05f12306b3bbebb", "processed_at": "2025-03-05T09:16:39.825282", "chroma:document": "{\n    \"title\": \"Mathematicians and Statisticians: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Mathematicians and statisticians analyze data and apply computational techniques to solve problems.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/math/mathematicians-and-statisticians.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=gXCgwnkNL0w.](https://www.youtube.com/watch?v=gXCgwnkNL0w)| Quick Facts: Mathematicians and Statisticians | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $104,860 per year $50.41 per hour |\n\n\\| Typical Entry-Level Education | Master's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 34,800 |\n\n\\| Job Outlook, 2023-33 | 11% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 3,900 |\n\nQF\n\n### [What Mathematicians and Statisticians Do](#tab-2)\n\nMathematicians and statisticians analyze data and apply computational techniques to solve problems.\n\n### [Work Environment](#tab-3)\n\nThe top employers of mathematicians and statisticians are the federal government and scientific research and development companies. Mathematicians and statisticians may work on teams with engineers, scientists, and other specialists.\n\n### [How to Become a Mathematician or Statistician](#tab-4)\n\nMathematicians and statisticians typically need at least a master\u2019s degree in mathematics or statistics. However, some positions are available to those with a bachelor\u2019s degree.\n\n### [Pay](#tab-5)\n\nThe median annual wage for mathematicians was $116,440 in May 2023.\n\nThe median annual wage for statisticians was $104,110 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof mathematicians and statisticians is projected to grow \t\t\t\t\t\t\t 11 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 2,500 openings for mathematicians and statisticians are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for mathematicians and statisticians.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of mathematicians and statisticians with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about mathematicians and statisticians by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_math_operations_research_analysts.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_math_operations_research_analysts.md", "filename": "bls_gov_ooh_math_operations_research_analysts.md", "title": "bls_gov_ooh_math_operations_research_analysts", "hash": "55e9ab0c40ee101992308f705a366edd", "processed_at": "2025-03-05T09:16:39.825282", "chroma:document": "{\n    \"title\": \"Operations Research Analysts: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Operations research analysts use mathematics and logic to help solve complex issues.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/math/operations-research-analysts.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=IBWYsytaCbw.](https://www.youtube.com/watch?v=IBWYsytaCbw)| Quick Facts: Operations Research Analysts | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $83,640 per year $40.21 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 123,300 |\n\n\\| Job Outlook, 2023-33 | 23% (Much faster than average) |\n\n\\| Employment Change, 2023-33 | 28,300 |\n\nQF\n\n### [What Operations Research Analysts Do](#tab-2)\n\nOperations research analysts use mathematics and logic to help solve complex issues.\n\n### [Work Environment](#tab-3)\n\nOperations research analysts spend much of their time in office settings, although travel may be necessary to meet with clients. Most operations research analysts work full time.\n\n### [How to Become an Operations Research Analyst](#tab-4)\n\nOperations research analysts typically need at least a bachelor\u2019s degree to enter the occupation. Some employers require or prefer that applicants have a master\u2019s degree.Analysts may need a degree in operations research or a related field, such as applied mathematics.\n\n### [Pay](#tab-5)\n\nThe median annual wage for operations research analysts was $83,640 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof operations research analysts is projected to grow \t\t\t\t\t\t\t 23 percent from 2023 to 2033, much faster than the average for all occupations.\n\nAbout 11,300 openings for operations research analysts are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for operations research analysts.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of operations research analysts with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about operations research analysts by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_media_and_communication_editors.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_media_and_communication_editors.md", "filename": "bls_gov_ooh_media_and_communication_editors.md", "title": "bls_gov_ooh_media_and_communication_editors", "hash": "a4a55da58543b3cb39e6c2e4da3d6af4", "processed_at": "2025-03-05T09:16:39.826279", "chroma:document": "{\n    \"title\": \"Editors: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Editors plan, review, and revise content for publication.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/media-and-communication/editors.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=GHRV97JDJbw.](https://www.youtube.com/watch?v=GHRV97JDJbw)| Quick Facts: Editors | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $75,020 per year $36.07 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | Less than 5 years |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 114,200 |\n\n\\| Job Outlook, 2023-33 | -2% (Decline) |\n\n\\| Employment Change, 2023-33 | -2,300 |\n\nQF\n\n### [What Editors Do](#tab-2)\n\nEditors plan, review, and revise content for publication.\n\n### [Work Environment](#tab-3)\n\nMost editors work in offices, whether onsite with their employer or from a remote location. The work can be stressful because editors often have tight deadlines.\n\n### [How to Become an Editor](#tab-4)\n\nEditors typically need\u00a0a bachelor\u2019s degree in communications, journalism, or English, along with writing and proofreading experience.\n\n### [Pay](#tab-5)\n\nThe median annual wage for editors was $75,020 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof editors is projected to decline \t\t\t\t\t\t\t 2 percent from 2023 to 2033.\n\nDespite declining employment, about 9,300 openings for editors are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t All of those openings are expected to result from the need to replace workers who transfer to other occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for editors.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of editors with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about editors by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_media_and_communication_broadcast_and_sound_engineering_technicians.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_media_and_communication_broadcast_and_sound_engineering_technicians.md", "filename": "bls_gov_ooh_media_and_communication_broadcast_and_sound_engineering_technicians.md", "title": "bls_gov_ooh_media_and_communication_broadcast_and_sound_engineering_technicians", "hash": "c7504e9a25e4602e5fa1e16b12d97866", "processed_at": "2025-03-05T09:16:39.826279", "chroma:document": "{\n    \"title\": \"Broadcast, Sound, and Video Technicians: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Broadcast, sound, and video technicians set up, operate, and maintain the electrical equipment for media programs.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/media-and-communication/broadcast-and-sound-engineering-technicians.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=SDoTIgKwLZM.](https://www.youtube.com/watch?v=SDoTIgKwLZM)| Quick Facts: Broadcast, Sound, and Video Technicians | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $54,160 per year $26.04 per hour |\n\n\\| Typical Entry-Level Education | See How to Become One |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Short-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 146,100 |\n\n\\| Job Outlook, 2023-33 | 3% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 4,200 |\n\nQF\n\n### [What Broadcast, Sound, and Video Technicians Do](#tab-2)\n\nBroadcast, sound, and video\u00a0technicians set up, operate, and maintain the electrical equipment for media programs.\n\n### [Work Environment](#tab-3)\n\nBroadcast, sound, and video\u00a0technicians typically work indoors in radio, television, movie, and recording studios. They may also work in hotels, arenas, offices, or schools.\n\n### [How to Become a Broadcast, Sound, or Video Technician](#tab-4)\n\nBroadcast, sound, and video technicians typically need postsecondary education. Depending on the work they do, educational requirements may vary.\n\n### [Pay](#tab-5)\n\nThe median annual wage for broadcast, sound, and video technicians was $54,160 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof broadcast, sound, and video technicians is projected to grow \t\t\t\t\t\t\t 3 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 12,900 openings for broadcast, sound, and video technicians are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for broadcast, sound, and video technicians.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of broadcast, sound, and video technicians with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about broadcast, sound, and video technicians by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_media_and_communication_announcers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_media_and_communication_announcers.md", "filename": "bls_gov_ooh_media_and_communication_announcers.md", "title": "bls_gov_ooh_media_and_communication_announcers", "hash": "b461f95777b77982419ccc1866184bcb", "processed_at": "2025-03-05T09:16:39.826279", "chroma:document": "{\n    \"title\": \"Announcers and DJs: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Announcers present news and sports or may interview guests on media such as radio and television. Disc jockeys (DJs) act as masters of ceremonies (emcees) or play recorded music at weddings, parties, or clubs. \",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/media-and-communication/announcers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=ftGPn35lNhw.](https://www.youtube.com/watch?v=ftGPn35lNhw)| Quick Facts: Announcers and DJs | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $20.94 per hour |\n\n\\| Typical Entry-Level Education | See How to Become One |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | See How to Become One |\n\n\\| Number of Jobs, 2023 | 47,500 |\n\n\\| Job Outlook, 2023-33 | 0% (Little or no change) |\n\n\\| Employment Change, 2023-33 | 0 |\n\nQF\n\n### [What Announcers and DJs Do](#tab-2)\n\nAnnouncers present news and sports or may interview guests on media such as radio and television. Disc jockeys (DJs) act as masters of ceremonies (emcees) or play recorded music at weddings, parties, or clubs.\n\n### [Work Environment](#tab-3)\n\nMany announcers and DJs work in radio and television studios or are self-employed. Some work part time, and schedules might include early mornings, nights, weekends, and holidays.\n\n### [How to Become an Announcer or DJ](#tab-4)\n\nEntry requirements for announcers and DJs vary. Broadcast announcers and radio DJs typically need a bachelor\u2019s degree in journalism, broadcasting, or communications; experience gained from internships or working at a school radio or television station is helpful. Other types of DJs typically need a high school diploma and some on-the-job training.\n\n### [Pay](#tab-5)\n\nThe median hourly wage for broadcast announcers and radio disc jockeys was $21.58 in May 2023.\n\nThe median hourly wage for disc jockeys, except radio was $20.00 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof announcers and DJs is projected to show little or no change \t\t\t\t\t\t\t from 2023 to 2033.\n\nDespite limited employment growth, about 4,800 openings for announcers and DJs are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Most of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for announcers and DJs.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of announcers and DJs with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about announcers and DJs by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_media_and_communication_photographers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_media_and_communication_photographers.md", "filename": "bls_gov_ooh_media_and_communication_photographers.md", "title": "bls_gov_ooh_media_and_communication_photographers", "hash": "183f97ff77c27bdcda587db738f48ed8", "processed_at": "2025-03-05T09:16:39.826279", "chroma:document": "{\n    \"title\": \"Photographers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Photographers use their technical expertise, creativity, and composition skills to produce and preserve images.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/media-and-communication/photographers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=dmS_aX8obCo.](https://www.youtube.com/watch?v=dmS_aX8obCo)| Quick Facts: Photographers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $40,760 per year $19.60 per hour |\n\n\\| Typical Entry-Level Education | High school diploma or equivalent |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Moderate-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 151,100 |\n\n\\| Job Outlook, 2023-33 | 4% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 5,800 |\n\nQF\n\n### [What Photographers Do](#tab-2)\n\nPhotographers use their technical expertise, creativity, and composition skills to produce and preserve images.\n\n### [Work Environment](#tab-3)\n\nWorking conditions for photographers vary by specialty. Some photographers travel for photo shoots, working either indoors or outdoors. Others work in studios; still others work in laboratories and use microscopes to photograph subjects.\n\n### [How to Become a Photographer](#tab-4)\n\nAlthough portrait photographers are not required to have postsecondary education, many take classes because employers usually seek applicants with creativity and a \\\"good eye,\\\" as well as a good technical understanding of photography. Photojournalists and industrial and scientific photographers often need a bachelor\u2019s degree.\n\n### [Pay](#tab-5)\n\nThe median hourly wage for photographers was $19.60 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof photographers is projected to grow \t\t\t\t\t\t\t 4 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 13,700 openings for photographers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for photographers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of photographers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about photographers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_media_and_communication_film_and_video_editors_and_camera_operators.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_media_and_communication_film_and_video_editors_and_camera_operators.md", "filename": "bls_gov_ooh_media_and_communication_film_and_video_editors_and_camera_operators.md", "title": "bls_gov_ooh_media_and_communication_film_and_video_editors_and_camera_operators", "hash": "ab99157ff9353fd7830d66e1a405ead6", "processed_at": "2025-03-05T09:16:39.826279", "chroma:document": "{\n    \"title\": \"Film and Video Editors and Camera Operators: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Film and video editors and camera operators manipulate moving images that entertain or inform an audience.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/media-and-communication/film-and-video-editors-and-camera-operators.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=a3TG2BhntlY.](https://www.youtube.com/watch?v=a3TG2BhntlY)| Quick Facts: Film and Video Editors and Camera Operators | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $65,070 per year $31.28 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 85,400 |\n\n\\| Job Outlook, 2023-33 | 3% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 2,900 |\n\nQF\n\n### [What Film and Video Editors and Camera Operators Do](#tab-2)\n\nFilm and video editors and camera operators manipulate moving images that entertain or inform an audience.\n\n### [Work Environment](#tab-3)\n\nFilm and video editors and camera operators typically work in studios or in offices. Camera operators and videographers often shoot raw footage on location.\n\n### [How to Become a Film and Video Editor or Camera Operator](#tab-4)\n\nFilm and video editors and camera operators typically need a bachelor\u2019s degree in a field related to film or broadcasting.\n\n### [Pay](#tab-5)\n\nThe median annual wage for camera operators, television, video, and film was $61,800 in May 2023.\n\nThe median annual wage for film and video editors was $66,600 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nOverall employment \t\t\t\t\t\t\tof film and video editors and camera operators is projected to grow \t\t\t\t\t\t\t 3 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 7,100 openings for film and video editors and camera operators are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for film and video editors and camera operators.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of film and video editors and camera operators with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about film and video editors and camera operators by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_media_and_communication_public_relations_specialists.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_media_and_communication_public_relations_specialists.md", "filename": "bls_gov_ooh_media_and_communication_public_relations_specialists.md", "title": "bls_gov_ooh_media_and_communication_public_relations_specialists", "hash": "acf3be9134d1510a47cd1423f8e7c0f1", "processed_at": "2025-03-05T09:16:39.827276", "chroma:document": "{\n    \"title\": \"Public Relations Specialists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Public relations specialists create and maintain a positive public image for the clients they represent.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/media-and-communication/public-relations-specialists.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=_C_YAnEwLFI.](https://www.youtube.com/watch?v=_C_YAnEwLFI)| Quick Facts: Public Relations Specialists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $66,750 per year $32.09 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 308,000 |\n\n\\| Job Outlook, 2023-33 | 6% (Faster than average) |\n\n\\| Employment Change, 2023-33 | 19,200 |\n\nQF\n\n### [What Public Relations Specialists Do](#tab-2)\n\nPublic relations specialists create and maintain a positive public image for the clients they represent.\n\n### [Work Environment](#tab-3)\n\nPublic relations specialists work for a variety of organizations, including schools, media buyers, and professional associations. They usually work in offices, but they also deliver speeches, attend meetings and community activities, and occasionally travel.\n\n### [How to Become a Public Relations Specialist](#tab-4)\n\nPublic relations specialists typically need a bachelor's degree to enter the occupation.\n\n### [Pay](#tab-5)\n\nThe median annual wage for public relations specialists was $66,750 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof public relations specialists is projected to grow \t\t\t\t\t\t\t 6 percent from 2023 to 2033, faster than the average for all occupations.\n\nAbout 27,100 openings for public relations specialists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for public relations specialists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of public relations specialists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about public relations specialists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_media_and_communication_reporters_correspondents_and_broadcast_news_analysts.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_media_and_communication_reporters_correspondents_and_broadcast_news_analysts.md", "filename": "bls_gov_ooh_media_and_communication_reporters_correspondents_and_broadcast_news_analysts.md", "title": "bls_gov_ooh_media_and_communication_reporters_correspondents_and_broadcast_news_analysts", "hash": "70fe21b440a2a4657c98d0f2161e6bd9", "processed_at": "2025-03-05T09:16:39.827276", "chroma:document": "{\n    \"title\": \"News Analysts, Reporters, and Journalists: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"News analysts, reporters, and journalists keep the public updated about current events and noteworthy information.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/media-and-communication/reporters-correspondents-and-broadcast-news-analysts.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=4CCXawD3Z1M.](https://www.youtube.com/watch?v=4CCXawD3Z1M)| Quick Facts: News Analysts, Reporters, and Journalists | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $57,500 per year $27.64 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 49,800 |\n\n\\| Job Outlook, 2023-33 | -3% (Decline) |\n\n\\| Employment Change, 2023-33 | -1,400 |\n\nQF\n\n### [What News Analysts, Reporters, and Journalists Do](#tab-2)\n\nNews analysts, reporters, and journalists keep the public updated about current events and noteworthy information.\n\n### [Work Environment](#tab-3)\n\nMost news analysts, reporters, and journalists work for newspaper, website, or magazine publishers or in television or radio broadcasting. Others are self-employed. Most work full time, and their schedules vary.\n\n### [How to Become a News Analyst, Reporter, or Journalist](#tab-4)\n\nNews analysts, reporters, and journalists typically\u00a0need a bachelor\u2019s degree to enter the occupation. Internship or work experience on a college newspaper, radio station, or television station also may be helpful.\n\n### [Pay](#tab-5)\n\nThe median annual wage for news analysts, reporters, and journalists was $57,500 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof news analysts, reporters, and journalists is projected to decline \t\t\t\t\t\t\t 3 percent from 2023 to 2033.\n\nDespite declining employment, about 4,500 openings for news analysts, reporters, and journalists are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t All of those openings are expected to result from the need to replace workers who transfer to other occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for news analysts, reporters, and journalists.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of news analysts, reporters, and journalists with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about news analysts, reporters, and journalists by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_media_and_communication_interpreters_and_translators.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_media_and_communication_interpreters_and_translators.md", "filename": "bls_gov_ooh_media_and_communication_interpreters_and_translators.md", "title": "bls_gov_ooh_media_and_communication_interpreters_and_translators", "hash": "ca7dbba775104f3fe534d34035602a0a", "processed_at": "2025-03-05T09:16:39.827276", "chroma:document": "{\n    \"title\": \"Interpreters and Translators: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Interpreters and translators convert information from one language into another language.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/media-and-communication/interpreters-and-translators.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=QQ7xfQqRhKk.](https://www.youtube.com/watch?v=QQ7xfQqRhKk)| Quick Facts: Interpreters and Translators | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $57,090 per year $27.45 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | None |\n\n\\| Number of Jobs, 2023 | 78,300 |\n\n\\| Job Outlook, 2023-33 | 2% (Slower than average) |\n\n\\| Employment Change, 2023-33 | 1,800 |\n\nQF\n\n### [What Interpreters and Translators Do](#tab-2)\n\nInterpreters and translators convert information from one language into another language.\n\n### [Work Environment](#tab-3)\n\nInterpreters and translators work in settings such as schools, hospitals, courtrooms, meeting rooms, and conference centers. Part-time work is common, and work schedules may vary.\n\n### [How to Become an Interpreter or Translator](#tab-4)\n\nInterpreters and translators typically need at least a bachelor\u2019s degree to enter the occupation. They also must be proficient in English and at least one other language, as well as in the interpretation or translation service they intend to provide.\n\n### [Pay](#tab-5)\n\nThe median annual wage for interpreters and translators was $57,090 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof interpreters and translators is projected to grow \t\t\t\t\t\t\t 2 percent from 2023 to 2033, slower than the average for all occupations.\n\nDespite limited employment growth, about 7,500 openings for interpreters and translators are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Most of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for interpreters and translators.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of interpreters and translators with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about interpreters and translators by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_media_and_communication_technical_writers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_media_and_communication_technical_writers.md", "filename": "bls_gov_ooh_media_and_communication_technical_writers.md", "title": "bls_gov_ooh_media_and_communication_technical_writers", "hash": "75f36ab492e730456b0d616c956b1a22", "processed_at": "2025-03-05T09:16:39.828273", "chroma:document": "{\n    \"title\": \"Technical Writers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Technical writers prepare instruction manuals, how-to guides, journal articles, and other supporting documents to communicate complex and technical information more easily.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/media-and-communication/technical-writers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=y-5cvUiXW7I.](https://www.youtube.com/watch?v=y-5cvUiXW7I)| Quick Facts: Technical Writers | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $80,050 per year $38.49 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | Less than 5 years |\n\n\\| On-the-job Training | Short-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 50,100 |\n\n\\| Job Outlook, 2023-33 | 4% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 2,000 |\n\nQF\n\n### [What Technical Writers Do](#tab-2)\n\nTechnical writers prepare instruction manuals, how-to guides, journal articles, and other supporting documents to communicate complex and technical information more easily.\n\n### [Work Environment](#tab-3)\n\nMost technical writers work full time. Although technical writers work in a variety of industries, they are concentrated in the computer and management, scientific, and technical industries.\n\n### [How to Become a Technical Writer](#tab-4)\n\nTechnical writers typically need a bachelor's degree to enter the occupation. In addition, knowledge of or experience with a technical subject, such as science or engineering, is beneficial.\n\n### [Pay](#tab-5)\n\nThe median annual wage for technical writers was $80,050 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof technical writers is projected to grow \t\t\t\t\t\t\t 4 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 4,100 openings for technical writers are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for technical writers.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of technical writers with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about technical writers by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_military_home.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_military_home.md", "filename": "bls_gov_ooh_military_home.md", "title": "bls_gov_ooh_military_home", "hash": "7ae5a47742a373b33578033b674d07cd", "processed_at": "2025-03-05T09:16:39.828273", "chroma:document": "{\n    \"title\": \"Military Occupations: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/military/\",\n    \"date\": \"2023-09-06\",\n    \"text\": [\n\nPERCUSSION INNER STARTfolder_path : //Sites/wwwBlsGov/Publications/OOH/Military\n\n- [OOH HOME](/ooh/home.htm)|\n\n- [OCCUPATION FINDER](/ooh/occupation-finder.htm)|\n\n- [OOH FAQ](/ooh/about/ooh-faqs.htm)|\n\n- [HOW TO FIND A JOB](/ooh/how-to-find-a-job/home.htm)|\n\n- [A-Z INDEX](/ooh/a-z-index.htm)|\n\n- [OOH SITE MAP](/ooh/ooh-site-map.htm)\n\n[Occupational Outlook Handbook](/ooh/home.htm)>[Military](#)>\n\n# Military Occupations\n\n[PRINTER-FRIENDLY](/ooh/military/print/home.htm)| Image | OCCUPATION | JOB SUMMARY | ENTRY-LEVEL EDUCATION | 2023 MEDIAN PAY |\n\n\\| --- | --- | --- | --- | --- |\n\n\\| | Military Careers | | See How to Become One | The annual wage is not available. |\n\n## 2023 Median Pay\n\nThe wage at which half of the workers in the occupation earned more than that amount and half earned less. Median wage data are from the BLS Occupational Employment Statistics survey.\n\n## Entry-level Education\n\nTypical level of education that most workers need to enter this occupation.\n\n**Last Modified Date:**Wednesday, September 6, 2023\n\nPERCUSSION INNER ENDRecommend this page using:[Facebook](javascript:void(0);)[Twitter](javascript:void(0);)[LinkedIn](javascript:void(0);)<div><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\"><img src=\\\"/images/icons/google.png\\\"></a><span><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\">Google+</a></span></div>\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_media_and_communication_writers_and_authors.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_media_and_communication_writers_and_authors.md", "filename": "bls_gov_ooh_media_and_communication_writers_and_authors.md", "title": "bls_gov_ooh_media_and_communication_writers_and_authors", "hash": "7167b4fee77bfae2029bb6a5482a1ffd", "processed_at": "2025-03-05T09:16:39.828273", "chroma:document": "{\n    \"title\": \"Writers and Authors: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Writers and authors develop written content for various types of media.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/media-and-communication/writers-and-authors.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=y-5cvUiXW7I.](https://www.youtube.com/watch?v=y-5cvUiXW7I)| Quick Facts: Writers and Authors | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $73,690 per year $35.43 per hour |\n\n\\| Typical Entry-Level Education | Bachelor's degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Long-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 150,700 |\n\n\\| Job Outlook, 2023-33 | 5% (As fast as average) |\n\n\\| Employment Change, 2023-33 | 7,700 |\n\nQF\n\n### [What Writers and Authors Do](#tab-2)\n\nWriters and authors develop written content for various types of media.\n\n### [Work Environment](#tab-3)\n\nWriters and authors may work anywhere they have access to a computer. Many writers and authors are self-employed.\n\n### [How to Become a Writer or Author](#tab-4)\n\nA college degree in English, communications, or journalism is generally required for a full-time position as a writer or author. Experience gained through internships or any writing that improves skill, such as blogging, is beneficial.\n\n### [Pay](#tab-5)\n\nThe median annual wage for writers and authors was $73,690 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof writers and authors is projected to grow \t\t\t\t\t\t\t 5 percent from 2023 to 2033, about as fast as the average for all occupations.\n\nAbout 15,100 openings for writers and authors are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for writers and authors.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of writers and authors with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about writers and authors by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_media_and_communication_home.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_media_and_communication_home.md", "filename": "bls_gov_ooh_media_and_communication_home.md", "title": "bls_gov_ooh_media_and_communication_home", "hash": "79b76e233f312757317d21e4664a7c86", "processed_at": "2025-03-05T09:16:39.828273", "chroma:document": "{\n    \"title\": \"Media and Communication Occupations: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/media-and-communication/\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\nPERCUSSION INNER STARTfolder_path : //Sites/wwwBlsGov/Publications/OOH/Media-and-Communication\n\n- [OOH HOME](/ooh/home.htm)|\n\n- [OCCUPATION FINDER](/ooh/occupation-finder.htm)|\n\n- [OOH FAQ](/ooh/about/ooh-faqs.htm)|\n\n- [HOW TO FIND A JOB](/ooh/how-to-find-a-job/home.htm)|\n\n- [A-Z INDEX](/ooh/a-z-index.htm)|\n\n- [OOH SITE MAP](/ooh/ooh-site-map.htm)\n\n[Occupational Outlook Handbook](/ooh/home.htm)>[Media and Communication](/ooh/media-and-communication/home.htm)>\n\n# Media and Communication Occupations\n\n[PRINTER-FRIENDLY](/ooh/media-and-communication/print/home.htm)\n\nThese workers use words and images to convey information and ideas.\n\nOverall employment in media and communication occupations is projected to grow about as fast as the average for all occupations from 2023 to 2033. About 109,500 openings are projected each year, on average, in these occupations due to employment growth and the need to replace workers who leave the occupations permanently.\n\nThe median annual wage for media and communication workers (such as public relations specialists, news analysts, and writers and authors) was $66,320 in May 2023, which was higher than the median annual wage for all occupations of $48,060. Media and communication equipment workers (such as broadcast technicians, film and video editors, and photographers) had a median annual wage of $53,850 in May 2023, which was higher than the median annual wage for all occupations.\n\nBLS employment projections, wage, and other data for related occupations not shown in the following table are available on the[Data for Occupations Not Covered in Detail](https://www.bls.gov/ooh/about/data-for-occupations-not-covered-in-detail.htm#Arts,%20design,%20entertainment,%20sports,%20and%20media%20occupations)page. Information highlighting physical demands, cognitive and mental requirements, and other qualifications for workers in this group are available in a BLS[Occupational Requirements Survey](https://www.bls.gov/ors/factsheet/pdf/arts-design-entertainment-sports-and-media-occupations.pdf)(ORS) profile.\n\n| Image | OCCUPATION | JOB SUMMARY | ENTRY-LEVEL EDUCATION | 2023 MEDIAN PAY |\n\n\\| --- | --- | --- | --- | --- |\n\n\\| | Announcers and DJs | Announcers present news and sports or may interview guests on media such as radio and television. Disc jockeys (DJs) act as masters of ceremonies (emcees) or play recorded music at weddings, parties, or clubs. | See How to Become One | The annual wage is not available. |\n\n\\| | Broadcast, Sound, and Video Technicians | Broadcast, sound, and video technicians set up, operate, and maintain the electrical equipment for media programs. | See How to Become One | $54,160 |\n\n\\| | Editors | Editors plan, review, and revise content for publication. | Bachelor's degree | $75,020 |\n\n\\| | Film and Video Editors and Camera Operators | Film and video editors and camera operators manipulate moving images that entertain or inform an audience. | Bachelor's degree | $65,070 |\n\n\\| | Interpreters and Translators | Interpreters and translators convert information from one language into another language. | Bachelor's degree | $57,090 |\n\n\\| | Photographers | Photographers use their technical expertise, creativity, and composition skills to produce and preserve images. | High school diploma or equivalent | $40,760 |\n\n\\| | Public Relations Specialists | Public relations specialists create and maintain a positive public image for the clients they represent. | Bachelor's degree | $66,750 |\n\n\\| | News Analysts, Reporters, and Journalists | News analysts, reporters, and journalists keep the public updated about current events and noteworthy information. | Bachelor's degree | $57,500 |\n\n\\| | Technical Writers | Technical writers prepare instruction manuals, how-to guides, journal articles, and other supporting documents to communicate complex and technical information more easily. | Bachelor's degree | $80,050 |\n\n\\| | Writers and Authors | Writers and authors develop written content for various types of media. | Bachelor's degree | $73,690 |\n\n## 2023 Median Pay\n\nThe wage at which half of the workers in the occupation earned more than that amount and half earned less. Median wage data are from the BLS Occupational Employment Statistics survey.\n\n## Entry-level Education\n\nTypical level of education that most workers need to enter this occupation.\n\n**Last Modified Date:**Thursday, August 29, 2024\n\nPERCUSSION INNER ENDRecommend this page using:[Facebook](javascript:void(0);)[Twitter](javascript:void(0);)[LinkedIn](javascript:void(0);)<div><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\"><img src=\\\"/images/icons/google.png\\\"></a><span><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\">Google+</a></span></div>\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_most_new_jobs.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_most_new_jobs.md", "filename": "bls_gov_ooh_most_new_jobs.md", "title": "bls_gov_ooh_most_new_jobs", "hash": "5d4985b3283fcdd9401b2229ebc5be77", "processed_at": "2025-03-05T09:16:39.828273", "chroma:document": "{\n    \"title\": \"Most New Jobs: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Most new jobs: 20 occupations with the highest total number of projected job openings which includes vacancies from workers who leave or retire.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/most-new-jobs.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\nPERCUSSION INNER STARTfolder_path : //Sites/wwwBlsGov/Publications/OOH\n\n- [OOH HOME](/ooh/home.htm)|\n\n- [OCCUPATION FINDER](/ooh/occupation-finder.htm)|\n\n- [OOH FAQ](/ooh/about/ooh-faqs.htm)|\n\n- [HOW TO FIND A JOB](/ooh/how-to-find-a-job/home.htm)|\n\n- [A-Z INDEX](/ooh/a-z-index.htm)|\n\n- [OOH SITE MAP](/ooh/ooh-site-map.htm)\n\n[Occupational Outlook Handbook](/ooh/home.htm)>\n\n# Most New Jobs\n\n[PRINTER-FRIENDLY](/ooh/print/most-new-jobs.htm)\n\n**Most new jobs:**20 occupations with the highest projected numeric change in employment.\n\n*Click on an occupation name to see the full occupational profile.*\n\n| OCCUPATION | NUMBER OF NEW JOBS (PROJECTED), 2023-33 | 2023 MEDIAN PAY |\n\n\\| --- | --- | --- |\n\n\\| Home health and personal care aides | 820,500 | $33,530 per year |\n\n\\| Software developers | 303,700 | $132,270 per year |\n\n\\| Cooks, restaurant | 244,500 | $35,780 per year |\n\n\\| Fast food and counter workers | 212,500 | $29,540 per year |\n\n\\| General and operations managers | 210,400 | $101,280 per year |\n\n\\| Registered nurses | 197,200 | $86,070 per year |\n\n\\| Stockers and order fillers | 168,600 | $36,390 per year |\n\n\\| Medical and health services managers | 160,600 | $110,680 per year |\n\n\\| Financial managers | 138,300 | $156,100 per year |\n\n\\| Nurse practitioners | 135,500 | $126,260 per year |\n\n\\| Laborers and freight, stock, and material movers, hand | 125,700 | $37,660 per year |\n\n\\| Medical assistants | 118,000 | $42,000 per year |\n\n\\| Construction laborers | 115,400 | $45,300 per year |\n\n\\| Management analysts | 107,900 | $99,410 per year |\n\n\\| Computer and information systems managers | 106,900 | $169,510 per year |\n\n\\| Heavy and tractor-trailer truck drivers | 102,000 | $54,320 per year |\n\n\\| Light truck drivers | 96,300 | $42,470 per year |\n\n\\| Accountants and auditors | 91,400 | $79,880 per year |\n\n\\| Substance abuse, behavioral disorder, and mental health counselors | 84,500 | $53,710 per year |\n\n\\| Electricians | 84,300 | $61,590 per year |\n\n**Last Modified Date:**Thursday, August 29, 2024\n\nPERCUSSION INNER ENDRecommend this page using:[Facebook](javascript:void(0);)[Twitter](javascript:void(0);)[LinkedIn](javascript:void(0);)<div><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\"><img src=\\\"/images/icons/google.png\\\"></a><span><a href=\\\"javascript:void(0);\\\" class=\\\"share_googleplus\\\">Google+</a></span></div>\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
id: scraped_data\compressed_markdowns\bls_gov_ooh_military_military_careers.md
encoding: FLOAT32
metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_military_military_careers.md", "filename": "bls_gov_ooh_military_military_careers.md", "title": "bls_gov_ooh_military_military_careers", "hash": "6b8ba5526bbd5f8b6316ead25c2ec924", "processed_at": "2025-03-05T09:16:39.829269", "chroma:document": "{\n    \"title\": \"Military Careers: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Members of the U.S. military service train for and perform a variety of tasks in order to maintain the U.S. national defense. Servicemembers work in occupations specific to the military, such as fighter pilots or infantrymen. Many other members work in occupations that are equivalent to civilian occupations, such as nurses, doctors, and lawyers.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/military/military-careers.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## What They Do[About this section](#TB_inline?height=325&width=325&inlineId=about-what-they-do)\n\nSome members of the military are deployed to other countries or regions to defend U.S. national interests.\n\nMembers of the U.S. military service maintain the U.S. national defense. Although some service members work in occupations specific to the military, such as fighter pilots or infantrymen, many work in occupations that also exist in the civilian workplace, such as nurses, doctors, and lawyers. Members serve in the[Army](https://www.goarmy.com/),[Navy](https://www.navy.com/),[Air Force](https://www.airforce.com/),[Space Force](https://www.spaceforce.mil/),[Marine Corps](https://www.marines.com/),\u00a0or[Coast Guard](https://www.uscg.mil//), or in the Reserve components of these branches, and in the[Air National Guard](https://www.ang.af.mil/)and[Army National Guard](https://www.nationalguard.com/). (The Coast Guard, which is included in this profile, is part of the Department of Homeland Security.)\n\n### Duties\n\nThe military distinguishes between enlisted and officer careers. Enlisted personnel make up about 82 percent of the Armed Forces and carry out military operations. The remaining 18 percent are officers\u2014military leaders who manage operations and enlisted personnel. About 8 percent of officers are warrant officers, who are technical and tactical experts in a specific area. Army aviators, for example, make up one group of warrant officers.\n\n***Enlisted personnel***typically do the following:\n\n- Participate in, or support, military operations, such as combat or training operations, or humanitarian or disaster relief\n\n- Operate, maintain, and repair equipment\n\n- Perform technical and support activities\n\n- Supervise junior enlisted personnel\n\n***Officers***typically do the following:\n\n- Plan, organize, and lead troops and activities in military operations\n\n- Manage enlisted personnel\n\n- Operate and command aircraft, ships, or armored vehicles\n\n- Provide medical, legal, engineering, and other services to military personnel\n\n### Types of Enlisted Personnel\n\nThe following are examples of types of occupations for enlisted personnel:\n\n***Administrative personnel***maintain information on personnel, equipment, funds, and other military-related activities. They work in support areas, such as finance, accounting, legal affairs, maintenance, supply, and transportation.\n\n***Combat specialty personnel***train and work in combat units, such as the infantry, artillery, or Special Forces. For example, infantry specialists conduct ground combat operations, armored vehicle specialists operate battle tanks, and seamanship specialists maintain ships. Combat specialty personnel may maneuver against enemy forces and fire artillery, guns, mortars, or missiles to neutralize them. They may also operate various types of combat vehicles, such as amphibious assault vehicles, tanks, or small boats. Members of elite Special Forces teams are trained to perform specialized missions anywhere in the world on a moment\u2019s notice.\n\n***Construction personnel***build or repair buildings, airfields, bridges, and other structures. They also may operate heavy equipment, such as bulldozers or cranes. They work with engineers and other building specialists as part of military construction teams. Some construction personnel specialize in an area such as plumbing, electrical wiring, or water purification.\n\n***Electronic and electrical equipment repair personnel***maintain and repair electronic equipment used by the military. Repairers specialize in an area such as aircraft electrical systems, computers, optical equipment, communications, or weapons systems. For example, weapons electronic maintenance technicians maintain and repair electronic components and systems that help locate targets and help aim and fire weapons.\n\n***Engineering, science, and technical personnel***perform a variety of tasks, such as operating technical equipment, solving problems, and collecting and interpreting information. They perform technical tasks in information technology, environmental health and safety, or intelligence:\n\n- Environmental health and safety specialists inspect military facilities and food supplies to ensure that they are safe for use and consumption.\n\n- Information technology specialists manage and maintain computer and network systems.\n\n- Intelligence specialists gather information and prepare reports for military planning and operations.\n\n***Healthcare personnel***provide medical services to military personnel and their family members. They may work as part of a patient-service team with[doctors](/ooh/healthcare/physicians-and-surgeons.htm),[nurses](/ooh/healthcare/registered-nurses.htm), or other healthcare professionals. Some specialize in providing emergency medical treatment in combat or remote areas. Others specialize in laboratory testing of tissue and blood samples; maintaining pharmacy supplies or patients\u2019 records; assisting with dental procedures; operating diagnostic tools, such as x-ray and ultrasound machines; or other healthcare tasks.\n\n***Human resources development personnel***recruit qualified people into the military, place them in suitable occupations, and provide training programs:\n\n- [Personnel specialists](/ooh/business-and-financial/human-resources-specialists.htm)maintain information about military personnel and their training, job assignments, promotions, and health.\n\n- [Recruiting specialists](/ooh/business-and-financial/compensation-benefits-and-job-analysis-specialists.htm)provide information about military careers; explain pay, benefits, and military life; and recruit individuals into the military.\n\n- [Training specialists](/ooh/business-and-financial/training-and-development-specialists.htm)and instructors teach military personnel how to perform their jobs.\n\n***Machine operator and repair personnel***operate industrial equipment and machinery to make and repair parts for a variety of equipment and structures. They may operate engines, nuclear reactors, or water pumps, usually performing a specific job.[Welders](/ooh/production/welders-cutters-solderers-and-brazers.htm)and[metalworkers](/ooh/construction-and-extraction/structural-iron-and-steel-workers.htm), for example, work with various types of metals to repair or form the structural parts of ships, buildings, or equipment. Survival equipment specialists inspect, maintain, and repair survival equipment, such as parachutes and aircraft life-support equipment.\n\n***Media and public affairs personnel***prepare and present information about military activities to the military and the public. They take photographs, make video programs, present news and music programs, or conduct interviews.\n\n***Protective service personnel***enforce military laws and regulations and provide emergency responses to disasters:\n\n- [Firefighters](https://www.bls.gov/ooh/protective-service/firefighters.htm)prevent and extinguish fires in buildings, on aircraft, and aboard ships.\n\n- Military[police](/ooh/protective-service/police-and-detectives.htm)responsibilities include controlling traffic, preventing crime, and responding to emergencies.\n\n- Other law enforcement and security specialists investigate crimes committed on military property and guard inmates in military correctional facilities.\n\n***Support service personnel***provide services that support the morale and well-being of military personnel and their families:\n\n- [Food service specialists](/ooh/food-preparation-and-serving/home.htm)prepare food in dining halls, hospitals, and ships.\n\n- Religious program specialists assist chaplains with religious services, religious education programs, and related administrative duties.\n\n***Transportation and material-handling personnel***transport military personnel and cargo. Most personnel within this occupational group are classified according to the mode of transportation, such as aircraft, motor vehicle, or ship:\n\n- Aircrew members operate equipment on aircraft.\n\n- Cargo specialists load and unload military supplies, using forklifts and cranes.\n\n- Quartermasters and boat operators navigate and pilot many types of small watercraft, including tugboats, gunboats, and barges.\n\n- Vehicle drivers operate various military vehicles, including fuel or water tank trucks.\n\n***Vehicle and machinery mechanical personnel***conduct preventive and corrective maintenance on aircraft, automotive and heavy equipment, and powerhouse station equipment. These workers specialize by the type of equipment that they maintain:\n\n- [Aircraft mechanics](/ooh/installation-maintenance-and-repair/aircraft-and-avionics-equipment-mechanics-and-technicians.htm)inspect and service various types of aircraft.\n\n- [Automotive](/ooh/installation-maintenance-and-repair/automotive-service-technicians-and-mechanics.htm)and[heavy-equipment mechanics](/ooh/installation-maintenance-and-repair/heavy-vehicle-and-mobile-equipment-service-technicians.htm)maintain and repair vehicles, such as Humvees, trucks, tanks, and other combat vehicles. They also repair bulldozers and other construction equipment.\n\n- [Heating and cooling mechanics](/ooh/installation-maintenance-and-repair/heating-air-conditioning-and-refrigeration-mechanics-and-installers.htm)install and repair air-conditioning, refrigeration, and heating equipment.\n\n- Marine engine mechanics repair and maintain engines on ships, boats, and other watercraft.\n\n- [Powerhouse mechanics](/ooh/installation-maintenance-and-repair/electrical-and-electronics-installers-and-repairers.htm)install, maintain, and repair electrical and mechanical equipment in power-generating stations.\n\n********************************* Table: Table_1 ****************************************************************** HEAD *********************************************************************** /Table: Table_1 *********************************| Enlisted | Army | Air Force | Space Force | Coast Guard | Marine Corps | Navy | Total enlisted personnel in each occupational group |\n\n\\| --- | --- | --- | --- | --- | --- | --- | --- |\n\n\\| Occupational group | | | | | | | |\n\n\\| Administrative | 4,920 | 13,111 | 3 | \u2014 | 11,371 | 20,335 | \u2014 |\n\n\\| Combat Specialty | 100,183 | 5,141 | 118 | \u2014 | 33,562 | 8,911 | \u2014 |\n\n\\| Construction | 13,916 | 4,879 | 1 | \u2014 | 5,658 | 3,718 | \u2014 |\n\n\\| Electronic and Electrical Equipment Repair | 19,368 | 26,981 | 7 | \u2014 | 14,388 | 47,625 | \u2014 |\n\n\\| Engineering, Science, and Technical | 45,887 | 54,353 | 26 | \u2014 | 27,140 | 45,019 | \u2014 |\n\n\\| Healthcare | 24,499 | 14,282 | 1 | \u2014 | \u2014 | 22,894 | \u2014 |\n\n\\| Human Resource Development | 14,625 | 8,350 | 6 | \u2014 | 2,374 | 5,347 | \u2014 |\n\n\\| Machine Operator and Production | 3,811 | 6,466 | 1 | \u2014 | 2,289 | 8,405 | \u2014 |\n\n\\| Media and Public Affairs | 4,843 | 6,495 | 4 | \u2014 | 1,376 | 3,485 | \u2014 |\n\n\\| Protective Service | 19,184 | 33,225 | 11 | \u2014 | 4,793 | 13,056 | \u2014 |\n\n\\| Support Service | 7,487 | 5,447 | 2 | \u2014 | 1,798 | 8,988 | \u2014 |\n\n\\| Transportation and Material Handling | 44,207 | 27,687 | 3 | \u2014 | 22,929 | 34,676 | \u2014 |\n\n\\| Vehicle and Machinery Mechanic | 41,624 | 45,490 | 4 | \u2014 | 16,773 | 45,709 | \u2014 |\n\n\\| Non-occupation or unspecified coded personnel | 5,076 | 811 | 4,390 | \u2014 | 664 | 912 | \u2014 |\n\n\\| Total enlisted personnel for each military branch and Coast Guard | 349,630 | 252,717 | 4,577 | 30,250 | 145,115 | 269,080 | 1,051,369 |\n\n\\| SOURCE: U.S. Department of Defense, Defense Manpower Data Center | | | | | | | |\n\n### Types of Officers\n\nThe following are examples of types of officers:\n\n***Combat specialty officers***plan and direct military operations, oversee combat activities, and serve as combat leaders. They may be in charge of tanks and other armored assault vehicles, artillery systems, special operations, or infantry units. This group also includes naval surface warfare and submarine warfare officers, combat pilots, and aircrews.\n\n***Engineering, science, and technical officers\u2019***responsibilities depend on their area of expertise. They work in scientific and professional occupations, such as[atmospheric scientists](https://www.bls.gov/ooh/life-physical-and-social-science/atmospheric-scientists-including-meteorologists.htm),[meteorologists](https://www.bls.gov/ooh/life-physical-and-social-science/atmospheric-scientists-including-meteorologists.htm), physical scientists, biological scientists, social scientists,[attorneys](https://www.bls.gov/ooh/legal/lawyers.htm), and other types of scientists or professionals. For example, meteorologists in the military may study the weather to assist in planning flight paths for aircraft.\n\n***Executive, administrative, and managerial officers***manage administrative functions in the Armed Forces, such as human resources management, training, personnel, information, police, or other support services. Officers who oversee military bands are included in this category.\n\n***Healthcare officers***provide medical services to military personnel in order to maintain or improve their health and physical readiness. Officers such as physicians, physician assistants, nurses, and dentists examine, diagnose, and treat patients. Other healthcare officers provide therapy, rehabilitative treatment, and additional healthcare for patients:\n\n- [Dentists](https://www.bls.gov/ooh/healthcare/dentists.htm)treat diseases, disorders, and injuries of the mouth.\n\n- [Nurses](https://www.bls.gov/ooh/healthcare/registered-nurses.htm)provide and coordinate patient care in military hospitals and clinics.\n\n- [Optometrists](/ooh/healthcare/optometrists.htm)treat vision problems and prescribe glasses, contact lenses, or medications.\n\n- [Pharmacists](/ooh/healthcare/pharmacists.htm)purchase, store, and dispense drugs and medicines.\n\n- [Physical therapists](/ooh/healthcare/physical-therapists.htm)and[occupational therapists](/ooh/healthcare/occupational-therapists.htm)plan and administer therapy to help patients adjust to injuries, regain independence, and return to work.\n\n- [Physicians,\u00a0surgeons](/ooh/healthcare/physicians-and-surgeons.htm), and[physician assistants](/ooh/healthcare/physician-assistants.htm)examine patients, diagnose injuries and illnesses, and provide treatment to military and their families.\n\n- [Psychologists](/ooh/life-physical-and-social-science/psychologists.htm)provide mental healthcare and also may conduct research on behavior and emotions.\n\n***Human resource development officers***manage recruitment, placement, and training programs in the military:\n\n- [Personnel managers](/ooh/management/human-resources-managers.htm)direct and oversee military personnel functions, such as job assignments, staff promotions, and career counseling.\n\n- Recruiting managers direct and oversee recruiting personnel and recruiting activities.\n\n- [Training and education directors](/ooh/management/training-and-development-managers.htm)identify training needs and develop and manage educational programs.\n\n***Media and public affairs officers***oversee the development, production, and presentation of information or events for the military and the public. They manage the production of videos and television and radio broadcasts that are used for training, news, and entertainment. Some plan, develop, and direct the activities of military bands. Public affairs officers respond to public inquiries about military activities and prepare news releases.\n\n***Protective service officers***are responsible for the safety and protection of individuals and property on military bases and vessels.[Emergency management officers](/ooh/management/emergency-management-directors.htm)plan and prepare for all types of disasters. They develop warning, evacuation, and response procedures in preparation for disasters. Law enforcement and security officers enforce all applicable laws on military bases and oversee investigations of crimes.\n\n***Support services officers***manage military activities in key functional areas, such as logistics, transportation, and supply. They may oversee the transportation and distribution of materials by ground vehicles, aircraft, or ships. They also direct food service facilities and other support activities. Purchasing and contracting managers negotiate and monitor contracts for equipment, supplies, and services that the military buys from the private sector.\n\n***Transportation officers***manage and perform activities related to the safe transport of military personnel and equipment by air, ground, and water. They operate and command an aircraft or a ship:\n\n- Navigators use radar, radio, and other navigation equipment to determine their position and plan their route of travel.\n\n- [Pilots](/ooh/transportation-and-material-moving/airline-and-commercial-pilots.htm)in the military fly various types of military airplanes and helicopters to carry troops and equipment.\n\n- Ships\u2019 engineers direct engineering departments, including engine operations, maintenance, and power generation, aboard ships.\n\n| Officer | Army | Air Force | Space Force | Coast Guard | Marine Corps | Navy | Total officer personnel in each occupational group |\n\n\\| --- | --- | --- | --- | --- | --- | --- | --- |\n\n\\| Occupational group | | | | | | | |\n\n\\| Combat Specialty | 22,550 | 4,987 | 59 | \u2014 | 5,287 | 6,266 | \u2014 |\n\n\\| Engineering, Science, and Technical | 25,441 | 13,410 | 3,391 | \u2014 | 5,133 | 11,241 | \u2014 |\n\n\\| Executive, Administrative, and Managerial | 13,008 | 6,825 | 938 | \u2014 | 3,007 | 6,780 | \u2014 |\n\n\\| Healthcare | 10,488 | 9,330 | 3 | \u2014 | none | 7,223 | \u2014 |\n\n\\| Human Resource Development | 3,123 | 1,629 | 17 | \u2014 | 767 | 3,284 | \u2014 |\n\n\\| Media and Public Affairs | 420 | 358 | 1 | \u2014 | 338 | 281 | \u2014 |\n\n\\| Protective Service | 2,934 | 1,075 | 1 | \u2014 | 347 | 1,215 | \u2014 |\n\n\\| Support Service | 2,060 | 837 | \u2014 | \u2014 | 39 | 1,040 | \u2014 |\n\n\\| Transportation | 10,719 | 21,328 | 12 | \u2014 | 6,509 | 9,896 | \u2014 |\n\n\\| Non-occupation or unspecified coded personnel | 853 | 195 | 17 | \u2014 | \u2014 | 7,550 | \u2014 |\n\n\\| Total officer personnel for each military branch and Coast Guard | 91,596 | 59,974 | 4,439 | 8,835 | 21,427 | 54,776 | 241,047 |\n\n\\| SOURCE: U.S. Department of Defense, Defense Manpower Data Center | | | | | | | |\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_office_and_administrative_support_bill_and_account_collectors.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_office_and_administrative_support_bill_and_account_collectors.md", "filename": "bls_gov_ooh_office_and_administrative_support_bill_and_account_collectors.md", "title": "bls_gov_ooh_office_and_administrative_support_bill_and_account_collectors", "hash": "562dc19179854f149ac588756e00517e", "processed_at": "2025-03-05T09:16:39.829269", "chroma:document": "{\n    \"title\": \"Bill and Account Collectors: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Bill and account collectors try to recover payment on overdue bills.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/office-and-administrative-support/bill-and-account-collectors.htm\",\n    \"date\": \"2024-11-04\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=1h4A1I2H1Ps.](https://www.youtube.com/watch?v=1h4A1I2H1Ps)| Quick Facts: Bill and Account Collectors | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $44,250 per year $21.27 per hour |\n\n\\| Typical Entry-Level Education | High school diploma or equivalent |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Moderate-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 196,500 |\n\n\\| Job Outlook, 2023-33 | -9% (Decline) |\n\n\\| Employment Change, 2023-33 | -18,600 |\n\nQF\n\n### [What Bill and Account Collectors Do](#tab-2)\n\nBill and account collectors try to recover payment on overdue bills.\n\n### [Work Environment](#tab-3)\n\nMany bill and account collectors work in a call center for a third-party collection agency rather than for the original creditor. Most work full time.\n\n### [How to Become a Bill and Account Collector](#tab-4)\n\nBill and account collectors typically need at least a high school diploma to enter the occupation, and they receive training on the job.\n\n### [Pay](#tab-5)\n\nThe median annual wage for bill and account collectors was $44,250 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof bill and account collectors is projected to decline \t\t\t\t\t\t\t 9 percent from 2023 to 2033.\n\nDespite declining employment, about 17,000 openings for bill and account collectors are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t All of those openings are expected to result from the need to replace workers who transfer to other occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for bill and account collectors.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of bill and account collectors with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about bill and account collectors by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_office_and_administrative_support_bookkeeping_accounting_and_auditing_clerks.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_office_and_administrative_support_bookkeeping_accounting_and_auditing_clerks.md", "filename": "bls_gov_ooh_office_and_administrative_support_bookkeeping_accounting_and_auditing_clerks.md", "title": "bls_gov_ooh_office_and_administrative_support_bookkeeping_accounting_and_auditing_clerks", "hash": "bfc8effe45c302159bab9f44e8f82fd6", "processed_at": "2025-03-05T09:16:39.829269", "chroma:document": "{\n    \"title\": \"Bookkeeping, Accounting, and Auditing Clerks: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Bookkeeping, accounting, and auditing clerks compute, classify, and record data to help organizations keep complete and accurate financial records.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/office-and-administrative-support/bookkeeping-accounting-and-auditing-clerks.htm\",\n    \"date\": \"2024-11-04\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=EsOkxSjUEI0.](https://www.youtube.com/watch?v=EsOkxSjUEI0)| Quick Facts: Bookkeeping, Accounting, and Auditing Clerks | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $47,440 per year $22.81 per hour |\n\n\\| Typical Entry-Level Education | Some college, no degree |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Moderate-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 1,663,800 |\n\n\\| Job Outlook, 2023-33 | -5% (Decline) |\n\n\\| Employment Change, 2023-33 | -83,900 |\n\nQF\n\n### [What Bookkeeping, Accounting, and Auditing Clerks Do](#tab-2)\n\nBookkeeping, accounting, and auditing clerks compute, classify, and record data to help organizations keep complete and accurate financial records.\n\n### [Work Environment](#tab-3)\n\nBookkeeping, accounting, and auditing clerks usually work in an office setting.\u00a0Most work full time.\n\n### [How to Become a Bookkeeping, Accounting, or Auditing Clerk](#tab-4)\n\nEntry requirements vary for bookkeeping, accounting, and auditing clerks. Some employers require or prefer that workers have taken college courses or have a degree in accounting or a related field. Others may hire workers who have a high school diploma. These workers also learn some of their skills on the job.\n\n### [Pay](#tab-5)\n\nThe median annual wage for bookkeeping, accounting, and auditing clerks was $47,440 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof bookkeeping, accounting, and auditing clerks is projected to decline \t\t\t\t\t\t\t 5 percent from 2023 to 2033.\n\nDespite declining employment, about 174,900 openings for bookkeeping, accounting, and auditing clerks are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t All of those openings are expected to result from the need to replace workers who transfer to other occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for bookkeeping, accounting, and auditing clerks.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of bookkeeping, accounting, and auditing clerks with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about bookkeeping, accounting, and auditing clerks by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


created_at: 2025-03-05 15:16:46
topic: persistent://default/default/f7a76335-9313-4cb8-b564-9b3b481ac719
encoding: FLOAT32
id:
scraped_data\compressed_markdowns\bls_gov_ooh_office_and_administrative_support_customer_service_representatives.md

metadata:
{"filepath": "scraped_data\\compressed_markdowns\\bls_gov_ooh_office_and_administrative_support_customer_service_representatives.md", "filename": "bls_gov_ooh_office_and_administrative_support_customer_service_representatives.md", "title": "bls_gov_ooh_office_and_administrative_support_customer_service_representatives", "hash": "0043b2b60e55f9f0b432eed888bd9cb6", "processed_at": "2025-03-05T09:16:39.829269", "chroma:document": "{\n    \"title\": \"Customer Service Representatives: Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics\",\n    \"description\": \"Customer service representatives interact with customers to handle complaints, process orders, and answer questions.\",\n    \"source\": \"www.bls.gov\",\n    \"link\": \"https://www.bls.gov/ooh/office-and-administrative-support/customer-service-representatives.htm\",\n    \"date\": \"2024-08-29\",\n    \"text\": [\n\n## Summary\n\nPlease enable javascript to play this video.\n\n[Video transcript available at https://www.youtube.com/watch?v=0-ERXRCB6Nc.](https://www.youtube.com/watch?v=0-ERXRCB6Nc)| Quick Facts: Customer Service Representatives | |\n\n\\| --- | --- |\n\n\\| 2023 Median Pay | $39,680 per year $19.08 per hour |\n\n\\| Typical Entry-Level Education | High school diploma or equivalent |\n\n\\| Work Experience in a Related Occupation | None |\n\n\\| On-the-job Training | Short-term on-the-job training |\n\n\\| Number of Jobs, 2023 | 2,954,600 |\n\n\\| Job Outlook, 2023-33 | -5% (Decline) |\n\n\\| Employment Change, 2023-33 | -148,800 |\n\nQF\n\n### [What Customer Service Representatives Do](#tab-2)\n\nCustomer service representatives interact with customers to handle complaints, process orders, and answer questions.\n\n### [Work Environment](#tab-3)\n\nCustomer service representatives are employed in nearly every industry. Most work full time.\n\n### [How to Become a Customer Service Representative](#tab-4)\n\nCustomer service representatives typically need a high school diploma to enter the occupation and are trained on the job. They should be good at communicating and interacting with people.\n\n### [Pay](#tab-5)\n\nThe median hourly wage for customer service representatives was $19.08 in May 2023.\n\n### [Job Outlook](#tab-6)\n\nEmployment \t\t\t\t\t\t\tof customer service representatives is projected to decline \t\t\t\t\t\t\t 5 percent from 2023 to 2033.\n\nDespite declining employment, about 365,300 openings for customer service representatives are projected each year, on average, over the decade. \t\t\t \t\t\t\t\t\t All of those openings are expected to result from the need to replace workers who transfer to other occupations or exit the labor force, such as to retire.\n\n### [State & Area Data](#tab-7)\n\nExplore resources for employment and wages by state and area for customer service representatives.\n\n### [Similar Occupations](#tab-8)\n\nCompare the job duties, education, job growth, and pay of customer service representatives with similar occupations.\n\n### [More Information, Including Links to O*NET](#tab-9)\n\nLearn more about customer service representatives by visiting additional resources, including O*NET, a source on key characteristics of workers and occupations.\n    ]\n}"}


