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# embedding_metadata

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string_value:
{
    "title": "Skills Data: U.S. Bureau of Labor Statistics",
    "description": "Employment Projections Skills Data",
    "source": "www.bls.gov",
    "link": "https://www.bls.gov/emp/data/skills-data.htm",
    "date": "2024-08-29",
    "text": [

1COL CMS LAYOUT COL1 ENDno_index_endOneColHeadBasic EndEmployment ProjectionsSHARE ON:[Bureau of Labor Statistics](https://www.bls.gov)>[Employment Projections](/emp/)>[Data](/emp/data-overview.htm)>Skills Data

- [Employment Projections](/emp/)

- [Data](/emp/data-overview.htm)

- Skills Data

# Skills Data

Beginning with the 2023–33 projections cycle, BLS provides data users with information about the importance of skills by occupation alongside the annual release of occupational projections. Data from the[Occupational Information Network](https://www.onetonline.org/)(O*NET) serves as the foundation for the skills data. BLS used the information from O*NET to create a score for 17 skills categories for each of the occupations for which BLS publishes projections data, which can be found in the tables below:

| Adaptability | Computers and information technology | Creativity and innovation | Critical and analytical thinking | Customer service |

\| :---: | :---: | :---: | :---: | :---: |

\| Detail oriented | Fine motor | Interpersonal | Leadership | Mathematics |

\| Mechanical | Physical strength and stamina | Problem solving and decision making | Project management | Science |

\| Speaking and listening | Writing and reading | | | |

## Methodology and Definitions

For most of the occupations for which BLS publishes projections data, BLS also provides information about the skills typically needed to perform the tasks of the occupation. This information provides data users with additional information to assist with career planning, hiring, and training programs. The methodology used to prepare the skills data is described in detail in the “[A new data product for occupational skills: methodology, analysis, and a guide to using the employment projections skills data](https://www.bls.gov/opub/mlr/2024/article/a-new-data-product-for-occupational-skills.htm),” October 2024*Monthly Labor Review*article. For more information on skills data, please see the[Handbook of Methods](https://www.bls.gov/opub/hom/emp/calculation.htm#skills-data),[Skills Data Definitions](https://www.bls.gov/emp/documentation/definitions.htm), and the Employment Projections program’s[methodology](https://www.bls.gov/emp/documentation/projections-methods.htm#skills_data)page.

## Data Tables

All skills tables are available in a single file ([XLSX](/emp/skills/skills.xlsx))

- Table 6.1 Skills data by major occupational group

- Table 6.2 Skills data by detailed occupation

- Table 6.3 Top skills categories for fastest growing occupations

- Table 6.4 Skills data by typical education needed for entry

- Table 6.5 Percentile rank of detailed occupations by skills category

## Most Recent Analysis

Analytical articles from the*Monthly Labor Review*can be found on the[EP Publications](https://www.bls.gov/emp/publications.htm)page.

## Data for Researchers

- Detailed skills data and 2023–33 employment projections ([XLSX](/emp/skills/public-skills-data.xlsx))

- Crosswalk of O*NET elements to Employment Projections skills framework and definitions ([XLSX](/emp/skills/ep_skill_onet_element_crosswalk.xlsx))

- Crosswalk of O*NET-SOC occupations to National Employment Matrix occupations for skills mapping ([XLSX](/emp/skills/ep_skill_nem_onet_crosswalks.xlsx))

## Media

- [Skills video](/emp/videos/using-skills-information-from-the-u-s-bureau-of-labor-statistics.htm)

- [Skills infographic](/emp/skills-infographic.pdf)

## Contact Us

- Via[e-mail](https://data.bls.gov/forms/emp.htm).

- Via telephone at 202-691-5700.

- Via mail to: Office of Employment and Unemployment Statistics, Suite 2135, 2 Massachusetts Avenue, NE, Washington DC 20212-0001.

**Last Modified Date:**October 1, 2024

OneColFootBasic BeginFooter Filename:no_index_start1COL CMS BASIC LAYOUT COL1 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>
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}


key: chroma:document
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    "https://www.bls.gov/oes/special.requests/oes_research_2018_sec_52-53.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2018_sec_55-56.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2018_sec_61.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2018_sec_62.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2018_sec_71-72.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2018_sec_99.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2019_allsectors.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2019_sec_11-81.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2019_sec_21-22-23.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2019_sec_31-32-33.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2019_sec_42-44-45.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2019_sec_48-49.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2019_sec_51-54.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2019_sec_52-53.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2019_sec_55-56.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2019_sec_61.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2019_sec_62.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2019_sec_71-72.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2019_sec_99.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2020_allsectors.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2020_sec_11-81.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2020_sec_21-22-23.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2020_sec_31-32-33.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2020_sec_42-44-45.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2020_sec_48-49.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2020_sec_51-54.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2020_sec_52-53.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2020_sec_55-56.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2020_sec_61.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2020_sec_62.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2020_sec_71-72.xlsx",
    "https://www.bls.gov/oes/special.requests/oes_research_2020_sec_99.xlsx",
    "https://www.bls.gov/oes/special.requests/oesm16all/all_data_M_2016.xlsx",
]
```


key: chroma:document
string_value:
{
    "title": "Adaptability: U.S. Bureau of Labor Statistics",
    "description": "Adaptability",
    "source": "www.bls.gov",
    "link": "https://www.bls.gov/emp/skills/adaptability.htm",
    "date": "2024-08-29",
    "text": [

1COL CMS LAYOUT COL1 ENDno_index_endOneColHeadBasic EndEmployment ProjectionsSHARE ON:[Bureau of Labor Statistics](https://www.bls.gov)>[Employment Projections](/emp/)>Home

- [Employment Projections](/emp/)

- Home

## Adaptability

Adjusts behavior or work methods in response to new information or changing conditions; open to change and new information; maintains composure even with changing circumstances; actively learns and uses relevant knowledge to adapt to changes.

Other available formats: ([XLSX](/emp/skills/skills.xlsx))

| 2023 National Employment Matrix title | 2023 National Employment Matrix code | Skill score[1] | Employment, 2023 | Employment, 2033 | Employment change, numeric, 2023–33 | Employment change, percent, 2023–33 |

\| --- | --- | --- | --- | --- | --- | --- |

\| Nurse anesthetists | 29-1151 | 4.6 | 49.9 | 55.1 | 5.2 | 10.4 |

\| Forestry and conservation science teachers, postsecondary | 25-1043 | 4.5 | 1.6 | 1.7 | 0.1 | 5.0 |

\| Special education teachers, middle school | 25-2057 | 4.5 | 88.6 | 87.8 | -0.8 | -0.9 |

\| Oral and maxillofacial surgeons | 29-1022 | 4.5 | 4.8 | 5.0 | 0.2 | 3.3 |

\| Physician assistants | 29-1071 | 4.5 | 153.4 | 197.1 | 43.7 | 28.5 |

\| Nurse midwives | 29-1161 | 4.5 | 7.2 | 7.7 | 0.5 | 7.1 |

\| Emergency medicine physicians[2] | 29-1214 | 4.5 | 37.6 | 39.0 | 1.3 | 3.5 |

\| Family medicine physicians | 29-1215 | 4.5 | 120.3 | 126.1 | 5.7 | 4.8 |

\| Medical and health services managers | 11-9111 | 4.4 | 562.7 | 723.3 | 160.6 | 28.5 |

\| Social and community service managers | 11-9151 | 4.4 | 199.5 | 215.9 | 16.4 | 8.2 |

\| Educational, guidance, and career counselors and advisors | 21-1012 | 4.4 | 360.8 | 377.0 | 16.2 | 4.5 |

\| Arbitrators, mediators, and conciliators | 23-1022 | 4.4 | 8.2 | 8.7 | 0.5 | 6.1 |

\| Judges, magistrate judges, and magistrates | 23-1023 | 4.4 | 25.9 | 26.8 | 0.9 | 3.4 |

\| Anthropology and archeology teachers, postsecondary | 25-1061 | 4.4 | 6.3 | 6.5 | 0.2 | 3.8 |

\| Nursing instructors and teachers, postsecondary | 25-1072 | 4.4 | 89.9 | 105.9 | 16.1 | 17.9 |

\| Social work teachers, postsecondary | 25-1113 | 4.4 | 15.1 | 15.7 | 0.5 | 3.6 |

\| Elementary school teachers, except special education | 25-2021 | 4.4 | 1,441.0 | 1,430.4 | -10.7 | -0.7 |

\| Film and video editors | 27-4032 | 4.4 | 47.2 | 49.4 | 2.2 | 4.7 |

\| Respiratory therapists | 29-1126 | 4.4 | 133.9 | 151.4 | 17.5 | 13.1 |

\| Speech-language pathologists | 29-1127 | 4.4 | 180.8 | 214.1 | 33.3 | 18.4 |

\| Nurse practitioners | 29-1171 | 4.4 | 292.5 | 427.9 | 135.5 | 46.3 |

\| Neurologists | 29-1217 | 4.4 | 10.1 | 10.8 | 0.7 | 6.8 |

\| Obstetricians and gynecologists | 29-1218 | 4.4 | 21.3 | 22.0 | 0.7 | 3.3 |

\| Physicians, all other[2] | 29-1229 | 4.4 | 337.0 | 350.1 | 13.1 | 3.9 |

\| Airline pilots, copilots, and flight engineers | 53-2011 | 4.4 | 96.3 | 101.1 | 4.8 | 5.0 |

\| Human resources managers | 11-3121 | 4.3 | 208.9 | 222.5 | 13.5 | 6.5 |

\| Lodging managers | 11-9081 | 4.3 | 53.3 | 58.6 | 5.3 | 9.9 |

\| Project management specialists[2] | 13-1082 | 4.3 | 973.6 | 1,043.4 | 69.9 | 7.2 |

\| Meeting, convention, and event planners | 13-1121 | 4.3 | 149.0 | 158.9 | 9.9 | 6.6 |

\| Biochemists and biophysicists | 19-1021 | 4.3 | 35.7 | 39.0 | 3.2 | 9.0 |

\| Marriage and family therapists | 21-1013 | 4.3 | 76.0 | 88.2 | 12.3 | 16.2 |

\| Healthcare social workers | 21-1022 | 4.3 | 193.2 | 211.9 | 18.7 | 9.7 |

\| Directors, religious activities and education | 21-2021 | 4.3 | 155.9 | 159.4 | 3.5 | 2.2 |

\| Lawyers | 23-1011 | 4.3 | 859.0 | 903.3 | 44.2 | 5.2 |

\| Administrative law judges, adjudicators, and hearing officers | 23-1021 | 4.3 | 15.8 | 16.1 | 0.3 | 2.1 |

\| Agricultural sciences teachers, postsecondary | 25-1041 | 4.3 | 9.5 | 9.9 | 0.5 | 4.8 |

\| Psychology teachers, postsecondary | 25-1066 | 4.3 | 51.1 | 53.6 | 2.6 | 5.0 |

\| Communications teachers, postsecondary | 25-1122 | 4.3 | 35.0 | 36.2 | 1.2 | 3.3 |

\| Middle school teachers, except special and career/technical education | 25-2022 | 4.3 | 640.0 | 635.3 | -4.7 | -0.7 |

\| Secondary school teachers, except special and career/technical education | 25-2031 | 4.3 | 1,071.4 | 1,064.5 | -6.9 | -0.6 |

\| Career/technical education teachers, secondary school | 25-2032 | 4.3 | 89.6 | 88.9 | -0.7 | -0.8 |

\| Special education teachers, preschool | 25-2051 | 4.3 | 25.7 | 26.1 | 0.4 | 1.6 |

\| Special education teachers, all other[2] | 25-2059 | 4.3 | 45.1 | 46.0 | 1.0 | 2.1 |

\| Orthodontists | 29-1023 | 4.3 | 7.4 | 7.7 | 0.3 | 3.7 |

\| Occupational therapists | 29-1122 | 4.3 | 150.5 | 167.3 | 16.8 | 11.1 |

\| Therapists, all other[2] | 29-1129 | 4.3 | 43.2 | 48.3 | 5.1 | 11.8 |

\| Veterinarians | 29-1131 | 4.3 | 88.2 | 105.0 | 16.8 | 19.1 |

\| Anesthesiologists | 29-1211 | 4.3 | 36.1 | 37.6 | 1.5 | 4.0 |

\| Cardiologists[2] | 29-1212 | 4.3 | 16.4 | 17.2 | 0.8 | 5.0 |

\| General internal medicine physicians | 29-1216 | 4.3 | 73.8 | 76.3 | 2.5 | 3.4 |

\| Pediatricians, general | 29-1221 | 4.3 | 37.7 | 38.5 | 0.8 | 2.1 |

\| Physicians, pathologists | 29-1222 | 4.3 | 11.8 | 12.5 | 0.6 | 5.5 |

\| Psychiatrists | 29-1223 | 4.3 | 27.0 | 29.1 | 2.1 | 7.6 |

\| Ophthalmologists, except pediatric | 29-1241 | 4.3 | 12.4 | 12.9 | 0.6 | 4.5 |

\| Orthopedic surgeons, except pediatric[2] | 29-1242 | 4.3 | 16.0 | 16.6 | 0.7 | 4.2 |

\| Pediatric surgeons[2] | 29-1243 | 4.3 | 1.3 | 1.3 | 0.0 | 2.0 |

\| Surgeons, all other[2] | 29-1249 | 4.3 | 28.4 | 29.6 | 1.2 | 4.3 |

\| Healthcare diagnosing or treating practitioners, all other[2] | 29-1299 | 4.3 | 40.4 | 41.5 | 1.0 | 2.6 |

\| Orthotists and prosthetists | 29-2091 | 4.3 | 9.1 | 10.4 | 1.4 | 15.1 |

\| Athletic trainers | 29-9091 | 4.3 | 34.3 | 38.7 | 4.3 | 12.7 |

\| First-line supervisors of police and detectives | 33-1012 | 4.3 | 144.5 | 150.0 | 5.5 | 3.8 |

\| Firefighters | 33-2011 | 4.3 | 326.8 | 340.5 | 13.7 | 4.2 |

\| Detectives and criminal investigators | 33-3021 | 4.3 | 113.4 | 116.0 | 2.6 | 2.3 |

\| Police and sheriff's patrol officers | 33-3051 | 4.3 | 674.2 | 700.6 | 26.4 | 3.9 |

\| Transit and railroad police | 33-3052 | 4.3 | 2.4 | 2.5 | 0.1 | 3.5 |

\| Makeup artists, theatrical and performance | 39-5091 | 4.3 | 7.4 | 8.1 | 0.7 | 9.4 |

\| Public safety telecommunicators | 43-5031 | 4.3 | 102.7 | 106.8 | 4.1 | 4.0 |

\| Chief executives | 11-1011 | 4.2 | 313.9 | 331.1 | 17.2 | 5.5 |

\| Legislators[2] | 11-1031 | 4.2 | 33.7 | 35.0 | 1.4 | 4.1 |

\| Sales managers | 11-2022 | 4.2 | 584.8 | 619.1 | 34.3 | 5.9 |

\| Purchasing managers | 11-3061 | 4.2 | 81.3 | 85.4 | 4.1 | 5.1 |

\| Training and development managers | 11-3131 | 4.2 | 43.2 | 46.4 | 3.2 | 7.3 |

\| Education and childcare administrators, preschool and daycare | 11-9031 | 4.2 | 80.9 | 79.2 | -1.7 | -2.1 |

\| Education administrators, kindergarten through secondary | 11-9032 | 4.2 | 316.6 | 315.0 | -1.6 | -0.5 |

\| Education administrators, postsecondary | 11-9033 | 4.2 | 216.4 | 222.7 | 6.2 | 2.9 |

\| Education administrators, all other[2] | 11-9039 | 4.2 | 57.7 | 59.1 | 1.4 | 2.5 |

\| Natural sciences managers | 11-9121 | 4.2 | 100.1 | 107.6 | 7.5 | 7.5 |

\| Emergency management directors | 11-9161 | 4.2 | 12.4 | 12.9 | 0.5 | 4.0 |

\| Management analysts | 13-1111 | 4.2 | 1,018.3 | 1,126.2 | 107.9 | 10.6 |

\| Training and development specialists | 13-1151 | 4.2 | 420.1 | 468.6 | 48.5 | 11.5 |

\| Credit counselors | 13-2071 | 4.2 | 31.8 | 33.3 | 1.5 | 4.9 |

\| Clinical and counseling psychologists | 19-3033 | 4.2 | 76.8 | 87.0 | 10.2 | 13.3 |

\| School psychologists | 19-3034 | 4.2 | 65.5 | 66.0 | 0.5 | 0.7 |

\| Psychologists, all other[2] | 19-3039 | 4.2 | 56.6 | 59.4 | 2.9 | 5.0 |

\| Substance abuse, behavioral disorder, and mental health counselors | 21-1018 | 4.2 | 449.8 | 534.3 | 84.5 | 18.8 |

\| Counselors, all other[2] | 21-1019 | 4.2 | 65.9 | 75.4 | 9.5 | 14.4 |

\| Mental health and substance abuse social workers | 21-1023 | 4.2 | 123.7 | 138.1 | 14.4 | 11.6 |

\| Health education specialists | 21-1091 | 4.2 | 62.1 | 66.4 | 4.3 | 7.0 |

\| Community health workers | 21-1094 | 4.2 | 63.4 | 71.7 | 8.3 | 13.1 |

\| Community and social service specialists, all other[2] | 21-1099 | 4.2 | 103.6 | 109.8 | 6.1 | 5.9 |

\| Business teachers, postsecondary | 25-1011 | 4.2 | 104.9 | 111.9 | 7.0 | 6.7 |

\| Computer science teachers, postsecondary | 25-1021 | 4.2 | 45.0 | 47.7 | 2.7 | 6.1 |

\| Architecture teachers, postsecondary | 25-1031 | 4.2 | 10.7 | 11.0 | 0.3 | 3.2 |

\| Engineering teachers, postsecondary | 25-1032 | 4.2 | 48.8 | 53.3 | 4.5 | 9.2 |

\| Biological science teachers, postsecondary | 25-1042 | 4.2 | 64.9 | 70.3 | 5.4 | 8.4 |

\| Political science teachers, postsecondary | 25-1065 | 4.2 | 21.7 | 22.4 | 0.7 | 3.3 |

\| Sociology teachers, postsecondary | 25-1067 | 4.2 | 16.1 | 16.6 | 0.5 | 3.4 |

\| Social sciences teachers, postsecondary, all other[2] | 25-1069 | 4.2 | 20.3 | 20.8 | 0.6 | 2.7 |

\| Health specialties teachers, postsecondary | 25-1071 | 4.2 | 284.2 | 337.5 | 53.3 | 18.8 |

\| Library science teachers, postsecondary | 25-1082 | 4.2 | 5.3 | 5.5 | 0.2 | 4.2 |

\| Criminal justice and law enforcement teachers, postsecondary | 25-1111 | 4.2 | 16.1 | 16.6 | 0.5 | 2.9 |

\| History teachers, postsecondary | 25-1125 | 4.2 | 25.8 | 26.0 | 0.2 | 0.9 |

\| Career/technical education teachers, postsecondary | 25-1194 | 4.2 | 121.8 | 121.9 | 0.1 | 0.1 |

\| Postsecondary teachers, all other[2] | 25-1199 | 4.2 | 202.5 | 209.0 | 6.5 | 3.2 |

\| Kindergarten teachers, except special education | 25-2012 | 4.2 | 122.7 | 121.8 | -0.8 | -0.7 |

\| Career/technical education teachers, middle school | 25-2023 | 4.2 | 12.2 | 12.1 | -0.1 | -0.9 |

\| Special education teachers, kindergarten and elementary school[2] | 25-2052 | 4.2 | 212.7 | 211.2 | -1.6 | -0.7 |

\| Special education teachers, secondary school | 25-2058 | 4.2 | 159.5 | 158.6 | -0.9 | -0.6 |

\| Dentists, general | 29-1021 | 4.2 | 141.0 | 147.7 | 6.7 | 4.8 |

\| Prosthodontists | 29-1024 | 4.2 | 0.7 | 0.7 | 0.0 | 3.5 |

\| Dentists, all other specialists[2] | 29-1029 | 4.2 | 6.7 | 6.9 | 0.2 | 2.3 |

\| Pharmacists | 29-1051 | 4.2 | 337.7 | 355.9 | 18.3 | 5.4 |

\| Podiatrists | 29-1081 | 4.2 | 9.7 | 9.8 | 0.1 | 1.4 |

\| Physical therapists | 29-1123 | 4.2 | 259.2 | 296.0 | 36.8 | 14.2 |

\| Recreational therapists | 29-1125 | 4.2 | 16.6 | 17.3 | 0.7 | 4.3 |

\| Registered nurses | 29-1141 | 4.2 | 3,300.1 | 3,497.3 | 197.2 | 6.0 |

\| Audiologists | 29-1181 | 4.2 | 14.4 | 16.0 | 1.6 | 10.9 |

\| Dermatologists | 29-1213 | 4.2 | 13.0 | 13.9 | 0.9 | 7.1 |

\| Diagnostic medical sonographers | 29-2032 | 4.2 | 84.9 | 97.7 | 12.8 | 15.1 |

\| Paramedics[2] | 29-2043 | 4.2 | 100.6 | 106.5 | 5.9 | 5.9 |

\| Dietetic technicians | 29-2051 | 4.2 | 25.0 | 26.1 | 1.1 | 4.3 |

\| Licensed practical and licensed vocational nurses | 29-2061 | 4.2 | 657.8 | 674.7 | 16.9 | 2.6 |

\| Genetic counselors | 29-9092 | 4.2 | 3.5 | 4.1 | 0.6 | 16.1 |

\| Surgical assistants | 29-9093 | 4.2 | 21.3 | 22.7 | 1.4 | 6.7 |

\| Occupational therapy assistants | 31-2011 | 4.2 | 47.5 | 58.1 | 10.6 | 22.3 |

\| Medical assistants | 31-9092 | 4.2 | 783.9 | 901.9 | 118.0 | 15.0 |

\| First-line supervisors of correctional officers | 33-1011 | 4.2 | 55.5 | 54.6 | -0.9 | -1.6 |

\| First-line supervisors of protective service workers, all other[2] | 33-1099 | 4.2 | 20.7 | 21.6 | 0.8 | 4.0 |

\| Animal control workers | 33-9011 | 4.2 | 12.0 | 12.6 | 0.6 | 4.9 |

\| Real estate brokers | 41-9021 | 4.2 | 113.6 | 115.8 | 2.2 | 2.0 |

\| Interviewers, except eligibility and loan | 43-4111 | 4.2 | 169.1 | 152.5 | -16.7 | -9.9 |

\| Order clerks | 43-4151 | 4.2 | 106.3 | 87.3 | -19.0 | -17.9 |

\| Air traffic controllers | 53-2021 | 4.2 | 24.0 | 24.7 | 0.7 | 2.9 |

\| General and operations managers | 11-1021 | 4.1 | 3,630.1 | 3,840.5 | 210.4 | 5.8 |

\| Facilities managers[2] | 11-3013 | 4.1 | 140.5 | 147.9 | 7.4 | 5.3 |

\| Architectural and engineering managers | 11-9041 | 4.1 | 210.2 | 221.8 | 11.6 | 5.5 |

\| Entertainment and recreation managers, except gambling[2] | 11-9072 | 4.1 | 35.8 | 39.7 | 3.9 | 10.8 |

\| Postmasters and mail superintendents | 11-9131 | 4.1 | 13.2 | 12.8 | -0.4 | -3.0 |

\| Claims adjusters, examiners, and investigators | 13-1031 | 4.1 | 345.2 | 330.0 | -15.2 | -4.4 |

\| Human resources specialists | 13-1071 | 4.1 | 933.7 | 1,007.9 | 74.2 | 7.9 |

\| Business operations specialists, all other[2] | 13-1199 | 4.1 | 1,181.5 | 1,245.3 | 63.8 | 5.4 |

\| Computer network support specialists | 15-1231 | 4.1 | 166.7 | 178.8 | 12.1 | 7.3 |

\| Computer user support specialists | 15-1232 | 4.1 | 725.3 | 762.5 | 37.2 | 5.1 |

\| Software developers[2] | 15-1252 | 4.1 | 1,692.1 | 1,995.7 | 303.7 | 17.9 |

\| Biological scientists, all other[2] | 19-1029 | 4.1 | 66.8 | 70.6 | 3.8 | 5.6 |

\| Medical scientists, except epidemiologists | 19-1042 | 4.1 | 146.6 | 163.4 | 16.8 | 11.5 |

\| Atmospheric and space scientists | 19-2021 | 4.1 | 9.9 | 10.5 | 0.6 | 5.6 |

\| Industrial-organizational psychologists | 19-3032 | 4.1 | 8.6 | 9.1 | 0.5 | 5.8 |

\| Urban and regional planners | 19-3051 | 4.1 | 45.2 | 47.1 | 2.0 | 4.3 |

\| Social scientists and related workers, all other[2] | 19-3099 | 4.1 | 39.2 | 40.6 | 1.3 | 3.4 |

\| Social workers, all other[2] | 21-1029 | 4.1 | 69.0 | 72.8 | 3.8 | 5.5 |

\| Probation officers and correctional treatment specialists | 21-1092 | 4.1 | 90.7 | 94.0 | 3.2 | 3.6 |

\| Clergy | 21-2011 | 4.1 | 260.1 | 266.7 | 6.5 | 2.5 |

\| Religious workers, all other[2] | 21-2099 | 4.1 | 83.8 | 85.7 | 1.9 | 2.2 |

\| Environmental science teachers, postsecondary | 25-1053 | 4.1 | 9.1 | 9.4 | 0.4 | 3.9 |

\| Area, ethnic, and cultural studies teachers, postsecondary | 25-1062 | 4.1 | 14.7 | 15.3 | 0.5 | 3.6 |

\| Law teachers, postsecondary | 25-1112 | 4.1 | 19.0 | 19.4 | 0.4 | 2.2 |

\| Art, drama, and music teachers, postsecondary | 25-1121 | 4.1 | 127.4 | 130.9 | 3.5 | 2.7 |

\| English language and literature teachers, postsecondary | 25-1123 | 4.1 | 70.1 | 70.9 | 0.8 | 1.1 |

\| Foreign language and literature teachers, postsecondary | 25-1124 | 4.1 | 26.1 | 26.4 | 0.3 | 1.0 |

\| Family and consumer sciences teachers, postsecondary | 25-1192 | 4.1 | 3.3 | 3.5 | 0.1 | 4.3 |

\| Substitute teachers, short-term[2] | 25-3031 | 4.1 | 473.3 | 489.2 | 15.9 | 3.4 |

\| Tutors | 25-3041 | 4.1 | 195.1 | 196.4 | 1.3 | 0.7 |

\| Instructional coordinators | 25-9031 | 4.1 | 225.2 | 229.3 | 4.1 | 1.8 |

\| Teaching assistants, except postsecondary[2] | 25-9045 | 4.1 | 1,389.2 | 1,381.0 | -8.2 | -0.6 |

\| Educational instruction and library workers, all other[2] | 25-9099 | 4.1 | 127.2 | 129.7 | 2.5 | 2.0 |

\| Fashion designers | 27-1022 | 4.1 | 21.9 | 22.9 | 1.0 | 4.7 |

\| Coaches and scouts | 27-2022 | 4.1 | 307.1 | 334.0 | 26.9 | 8.8 |

\| Umpires, referees, and other sports officials | 27-2023 | 4.1 | 23.1 | 25.5 | 2.4 | 10.4 |

\| Choreographers | 27-2032 | 4.1 | 5.4 | 5.7 | 0.3 | 5.3 |

\| Disc jockeys, except radio[2] | 27-2091 | 4.1 | 21.0 | 22.1 | 1.1 | 5.1 |

\| Broadcast announcers and radio disc jockeys | 27-3011 | 4.1 | 26.5 | 25.4 | -1.1 | -4.0 |

\| News analysts, reporters, and journalists | 27-3023 | 4.1 | 49.8 | 48.4 | -1.4 | -2.7 |

\| Court reporters and simultaneous captioners | 27-3092 | 4.1 | 17.5 | 17.9 | 0.3 | 1.8 |

\| Sound engineering technicians | 27-4014 | 4.1 | 18.0 | 17.9 | -0.1 | -0.5 |

\| Chiropractors | 29-1011 | 4.1 | 61.2 | 67.3 | 6.1 | 9.9 |

\| Radiation therapists | 29-1124 | 4.1 | 17.2 | 17.7 | 0.5 | 3.1 |

\| Radiologists | 29-1224 | 4.1 | 34.3 | 35.6 | 1.2 | 3.6 |

\| Dental hygienists | 29-1292 | 4.1 | 214.1 | 233.7 | 19.6 | 9.2 |

\| Medical dosimetrists[2] | 29-2036 | 4.1 | 4.2 | 4.5 | 0.2 | 5.4 |

\| Psychiatric technicians | 29-2053 | 4.1 | 124.6 | 145.8 | 21.3 | 17.1 |

\| Surgical technologists | 29-2055 | 4.1 | 112.8 | 119.3 | 6.5 | 5.8 |

\| Veterinary technologists and technicians | 29-2056 | 4.1 | 125.7 | 150.0 | 24.3 | 19.3 |

\| Ophthalmic medical technicians | 29-2057 | 4.1 | 74.8 | 85.3 | 10.5 | 14.1 |

\| Hearing aid specialists | 29-2092 | 4.1 | 10.5 | 12.0 | 1.6 | 14.9 |

\| Physical therapist assistants | 31-2021 | 4.1 | 108.5 | 136.0 | 27.5 | 25.4 |

\| Dental assistants | 31-9091 | 4.1 | 376.5 | 408.0 | 31.5 | 8.4 |

\| Phlebotomists | 31-9097 | 4.1 | 141.2 | 152.2 | 11.0 | 7.8 |

\| Healthcare support workers, all other[2] | 31-9099 | 4.1 | 108.5 | 114.6 | 6.1 | 5.6 |

\| First-line supervisors of firefighting and prevention workers | 33-1021 | 4.1 | 87.0 | 90.7 | 3.6 | 4.2 |

\| Fish and game wardens | 33-3031 | 4.1 | 6.8 | 6.5 | -0.3 | -5.0 |

\| Security guards | 33-9032 | 4.1 | 1,229.6 | 1,256.3 | 26.6 | 2.2 |

\| Chefs and head cooks | 35-1011 | 4.1 | 187.1 | 202.6 | 15.5 | 8.3 |

\| Morticians, undertakers, and funeral arrangers | 39-4031 | 4.1 | 25.3 | 26.1 | 0.9 | 3.5 |

\| Concierges | 39-6012 | 4.1 | 41.8 | 44.0 | 2.3 | 5.4 |

\| Recreation workers | 39-9032 | 4.1 | 300.0 | 316.5 | 16.5 | 5.5 |

\| First-line supervisors of retail sales workers | 41-1011 | 4.1 | 1,407.4 | 1,316.9 | -90.5 | -6.4 |

\| Sales representatives of services, except advertising, insurance, financial services, and travel[2] | 41-3091 | 4.1 | 1,170.3 | 1,214.5 | 44.2 | 3.8 |

\| Sales engineers | 41-9031 | 4.1 | 59.7 | 63.4 | 3.7 | 6.3 |

\| Telephone operators | 43-2021 | 4.1 | 4.7 | 3.5 | -1.2 | -26.4 |

\| Customer service representatives | 43-4051 | 4.1 | 2,954.6 | 2,805.8 | -148.8 | -5.0 |

\| Eligibility interviewers, government programs | 43-4061 | 4.1 | 160.0 | 164.9 | 5.0 | 3.1 |

\| Reservation and transportation ticket agents and travel clerks | 43-4181 | 4.1 | 123.8 | 128.5 | 4.7 | 3.8 |

\| Data entry keyers | 43-9021 | 4.1 | 163.9 | 122.8 | -41.0 | -25.0 |

\| Bicycle repairers | 49-3091 | 4.1 | 14.5 | 15.3 | 0.8 | 5.6 |

\| Locksmiths and safe repairers | 49-9094 | 4.1 | 17.6 | 15.8 | -1.7 | -9.9 |

\| Flight attendants | 53-2031 | 4.1 | 130.3 | 143.2 | 12.9 | 9.9 |

\| Advertising and promotions managers | 11-2011 | 4.0 | 22.2 | 21.7 | -0.6 | -2.6 |

\| Marketing managers | 11-2021 | 4.0 | 389.1 | 420.8 | 31.7 | 8.2 |

\| Public relations managers[2] | 11-2032 | 4.0 | 78.4 | 83.8 | 5.4 | 6.9 |

\| Administrative services managers | 11-3012 | 4.0 | 256.8 | 272.8 | 16.0 | 6.2 |

\| Industrial production managers | 11-3051 | 4.0 | 230.1 | 236.7 | 6.5 | 2.8 |

\| Transportation, storage, and distribution managers | 11-3071 | 4.0 | 211.8 | 230.8 | 19.1 | 9.0 |

\| Compensation and benefits managers | 11-3111 | 4.0 | 19.1 | 19.5 | 0.4 | 2.1 |

\| Construction managers | 11-9021 | 4.0 | 520.9 | 568.5 | 47.6 | 9.1 |

\| Gambling managers | 11-9071 | 4.0 | 5.3 | 5.5 | 0.3 | 5.1 |

\| Property, real estate, and community association managers | 11-9141 | 4.0 | 467.1 | 482.2 | 15.1 | 3.2 |

\| Managers, all other[2] | 11-9199 | 4.0 | 1,282.5 | 1,356.2 | 73.7 | 5.7 |

\| Buyers and purchasing agents | 13-1020 | 4.0 | 524.1 | 561.4 | 37.2 | 7.1 |

\| Compensation, benefits, and job analysis specialists | 13-1141 | 4.0 | 103.7 | 111.0 | 7.2 | 7.0 |

\| Tax preparers | 13-2082 | 4.0 | 103.8 | 108.2 | 4.4 | 4.2 |

\| Computer occupations, all other[2] | 15-1299 | 4.0 | 470.9 | 522.0 | 51.1 | 10.8 |

\| Architects, except landscape and naval | 17-1011 | 4.0 | 127.3 | 137.2 | 9.9 | 7.8 |

\| Electrical engineers | 17-2071 | 4.0 | 189.1 | 206.3 | 17.2 | 9.1 |

\| Health and safety engineers, except mining safety engineers and inspectors | 17-2111 | 4.0 | 23.1 | 24.3 | 1.2 | 5.1 |

\| Microbiologists | 19-1022 | 4.0 | 23.2 | 24.8 | 1.6 | 6.7 |

\| Life scientists, all other[2] | 19-1099 | 4.0 | 8.0 | 8.5 | 0.5 | 6.5 |

\| Sociologists | 19-3041 | 4.0 | 3.3 | 3.6 | 0.2 | 6.9 |

\| Occupational health and safety specialists | 19-5011 | 4.0 | 125.9 | 144.7 | 18.8 | 14.9 |

\| Child, family, and school social workers | 21-1021 | 4.0 | 365.9 | 383.8 | 17.9 | 4.9 |

\| Social and human service assistants | 21-1093 | 4.0 | 433.0 | 467.4 | 34.4 | 7.9 |

\| Atmospheric, earth, marine, and space sciences teachers, postsecondary | 25-1051 | 4.0 | 14.4 | 15.0 | 0.5 | 3.8 |

\| Chemistry teachers, postsecondary | 25-1052 | 4.0 | 25.4 | 26.2 | 0.9 | 3.4 |

\| Physics teachers, postsecondary | 25-1054 | 4.0 | 17.7 | 18.4 | 0.7 | 3.7 |

\| Recreation and fitness studies teachers, postsecondary | 25-1193 | 4.0 | 16.2 | 16.7 | 0.6 | 3.4 |

\| Preschool teachers, except special education | 25-2011 | 4.0 | 528.5 | 551.8 | 23.3 | 4.4 |

\| Self-enrichment teachers | 25-3021 | 4.0 | 370.1 | 382.8 | 12.7 | 3.4 |

\| Teachers and instructors, all other[2] | 25-3099 | 4.0 | 143.5 | 145.5 | 1.9 | 1.4 |

\| Librarians and media collections specialists | 25-4022 | 4.0 | 142.2 | 146.4 | 4.2 | 2.9 |

\| Farm and home management educators | 25-9021 | 4.0 | 9.8 | 9.7 | -0.2 | -1.7 |

\| Art directors | 27-1011 | 4.0 | 126.6 | 133.2 | 6.6 | 5.2 |

\| Graphic designers | 27-1024 | 4.0 | 267.2 | 273.8 | 6.6 | 2.5 |

\| Interior designers | 27-1025 | 4.0 | 92.2 | 95.9 | 3.7 | 4.0 |

\| Set and exhibit designers | 27-1027 | 4.0 | 29.6 | 31.1 | 1.5 | 5.1 |

\| Producers and directors | 27-2012 | 4.0 | 167.9 | 181.5 | 13.5 | 8.0 |

\| Public relations specialists | 27-3031 | 4.0 | 308.0 | 327.2 | 19.2 | 6.2 |

\| Media and communication workers, all other[2] | 27-3099 | 4.0 | 27.0 | 29.1 | 2.2 | 8.0 |

\| Audio and video technicians | 27-4011 | 4.0 | 87.3 | 91.9 | 4.6 | 5.3 |

\| Photographers | 27-4021 | 4.0 | 151.1 | 156.9 | 5.8 | 3.9 |

\| Media and communication equipment workers, all other[2] | 27-4099 | 4.0 | 13.3 | 13.7 | 0.5 | 3.4 |

\| Optometrists | 29-1041 | 4.0 | 49.3 | 53.6 | 4.3 | 8.7 |

\| Clinical laboratory technologists and technicians | 29-2010 | 4.0 | 344.2 | 362.5 | 18.2 | 5.3 |

\| Cardiovascular technologists and technicians | 29-2031 | 4.0 | 58.4 | 60.9 | 2.4 | 4.2 |

\| Nuclear medicine technologists | 29-2033 | 4.0 | 17.8 | 17.6 | -0.2 | -1.3 |

\| Radiologic technologists and technicians | 29-2034 | 4.0 | 227.8 | 241.0 | 13.1 | 5.8 |

\| Opticians, dispensing | 29-2081 | 4.0 | 77.3 | 79.5 | 2.3 | 2.9 |

\| Health technologists and technicians, all other[2] | 29-2099 | 4.0 | 177.9 | 190.4 | 12.5 | 7.0 |

\| Healthcare practitioners and technical workers, all other[2] | 29-9099 | 4.0 | 41.9 | 44.3 | 2.4 | 5.8 |

\| Nursing assistants | 31-1131 | 4.0 | 1,419.4 | 1,481.8 | 62.4 | 4.4 |

\| Medical equipment preparers | 31-9093 | 4.0 | 70.7 | 74.7 | 4.0 | 5.7 |

\| First-line supervisors of security workers[2] | 33-1091 | 4.0 | 67.8 | 70.3 | 2.5 | 3.7 |

\| Forest fire inspectors and prevention specialists | 33-2022 | 4.0 | 2.4 | 2.8 | 0.4 | 16.3 |

\| Bailiffs | 33-3011 | 4.0 | 16.7 | 16.5 | -0.2 | -1.4 |

\| Correctional officers and jailers | 33-3012 | 4.0 | 370.9 | 346.0 | -24.8 | -6.7 |

\| Private detectives and investigators | 33-9021 | 4.0 | 38.8 | 40.7 | 1.9 | 5.0 |

\| Protective service workers, all other[2] | 33-9099 | 4.0 | 83.5 | 86.3 | 2.8 | 3.3 |

\| Embalmers | 39-4011 | 4.0 | 3.4 | 3.5 | 0.0 | 1.2 |

\| Skincare specialists | 39-5094 | 4.0 | 81.8 | 90.2 | 8.4 | 10.3 |

\| Residential advisors | 39-9041 | 4.0 | 95.7 | 100.7 | 5.0 | 5.2 |

\| Securities, commodities, and financial services sales agents | 41-3031 | 4.0 | 513.8 | 547.9 | 34.1 | 6.6 |

\| Sales representatives, wholesale and manufacturing, except technical and scientific products | 41-4012 | 4.0 | 1,356.1 | 1,366.1 | 10.0 | 0.7 |

\| Real estate sales agents | 41-9022 | 4.0 | 430.7 | 438.7 | 7.9 | 1.8 |

\| First-line supervisors of office and administrative support workers | 43-1011 | 4.0 | 1,570.5 | 1,501.4 | -69.1 | -4.4 |

\| Information and record clerks, all other[2] | 43-4199 | 4.0 | 162.8 | 167.4 | 4.7 | 2.9 |

\| First-line supervisors of construction trades and extraction workers | 47-1011 | 4.0 | 853.2 | 903.4 | 50.3 | 5.9 |

\| Explosives workers, ordnance handling experts, and blasters | 47-5032 | 4.0 | 4.8 | 4.8 | 0.1 | 1.2 |

\| Security and fire alarm systems installers | 49-2098 | 4.0 | 86.0 | 93.4 | 7.4 | 8.6 |

\| Manufactured building and mobile home installers | 49-9095 | 4.0 | 3.3 | 2.7 | -0.6 | -19.6 |

\| Aircraft cargo handling supervisors | 53-1041 | 4.0 | 9.1 | 9.7 | 0.7 | 7.7 |

\| Commercial pilots | 53-2012 | 4.0 | 56.5 | 59.7 | 3.2 | 5.7 |

\| Subway and streetcar operators | 53-4041 | 4.0 | 15.4 | 16.0 | 0.7 | 4.2 |

\| Fundraising managers[2] | 11-2033 | 3.9 | 38.2 | 40.5 | 2.3 | 5.9 |

\| Computer and information systems managers | 11-3021 | 3.9 | 613.5 | 720.4 | 106.9 | 17.4 |

\| Financial managers | 11-3031 | 3.9 | 837.1 | 975.3 | 138.3 | 16.5 |

\| Food service managers | 11-9051 | 3.9 | 393.6 | 399.5 | 5.9 | 1.5 |

\| Funeral home managers | 11-9171 | 3.9 | 35.8 | 37.4 | 1.6 | 4.5 |

\| Personal service managers, all other[2] | 11-9179 | 3.9 | 27.9 | 29.8 | 1.9 | 6.9 |

\| Logisticians | 13-1081 | 3.9 | 237.1 | 282.9 | 45.8 | 19.3 |

\| Fundraisers | 13-1131 | 3.9 | 125.9 | 133.3 | 7.4 | 5.9 |

\| Budget analysts | 13-2031 | 3.9 | 50.8 | 52.7 | 2.0 | 3.9 |

\| Financial and investment analysts[2] | 13-2051 | 3.9 | 347.4 | 380.5 | 33.1 | 9.5 |

\| Personal financial advisors | 13-2052 | 3.9 | 321.0 | 375.9 | 55.0 | 17.1 |

\| Financial examiners | 13-2061 | 3.9 | 65.5 | 79.2 | 13.8 | 21.0 |

\| Tax examiners and collectors, and revenue agents | 13-2081 | 3.9 | 54.0 | 55.0 | 1.0 | 1.9 |

\| Financial specialists, all other[2] | 13-2099 | 3.9 | 129.8 | 137.9 | 8.1 | 6.2 |

\| Information security analysts | 15-1212 | 3.9 | 180.7 | 239.8 | 59.1 | 32.7 |

\| Network and computer systems administrators | 15-1244 | 3.9 | 335.4 | 326.6 | -8.8 | -2.6 |

\| Computer programmers | 15-1251 | 3.9 | 139.4 | 126.0 | -13.4 | -9.6 |

\| Software quality assurance analysts and testers | 15-1253 | 3.9 | 205.0 | 229.2 | 24.2 | 11.8 |

\| Landscape architects | 17-1012 | 3.9 | 24.7 | 25.8 | 1.2 | 4.7 |

\| Aerospace engineers | 17-2011 | 3.9 | 68.9 | 73.0 | 4.1 | 6.0 |

\| Industrial engineers | 17-2112 | 3.9 | 336.6 | 377.5 | 40.9 | 12.2 |

\| Mechanical engineers | 17-2141 | 3.9 | 291.9 | 323.9 | 32.1 | 11.0 |

\| Animal scientists | 19-1011 | 3.9 | 2.5 | 2.7 | 0.2 | 7.9 |

\| Soil and plant scientists | 19-1013 | 3.9 | 20.3 | 21.7 | 1.5 | 7.2 |

\| Zoologists and wildlife biologists | 19-1023 | 3.9 | 18.8 | 19.6 | 0.8 | 4.4 |

\| Chemists | 19-2031 | 3.9 | 87.2 | 93.8 | 6.6 | 7.6 |

\| Environmental scientists and specialists, including health | 19-2041 | 3.9 | 84.6 | 90.7 | 6.1 | 7.3 |

\| Physical scientists, all other[2] | 19-2099 | 3.9 | 34.1 | 34.9 | 0.8 | 2.3 |

\| Anthropologists and archeologists | 19-3091 | 3.9 | 8.7 | 9.3 | 0.7 | 7.8 |

\| Political scientists | 19-3094 | 3.9 | 6.2 | 6.3 | 0.2 | 2.6 |

\| Biological technicians | 19-4021 | 3.9 | 83.1 | 88.6 | 5.5 | 6.6 |

\| Nuclear technicians | 19-4051 | 3.9 | 5.4 | 5.1 | -0.3 | -6.2 |

\| Occupational health and safety technicians | 19-5012 | 3.9 | 27.6 | 30.8 | 3.2 | 11.4 |

\| Rehabilitation counselors | 21-1015 | 3.9 | 87.6 | 89.2 | 1.6 | 1.8 |

\| Geography teachers, postsecondary | 25-1064 | 3.9 | 4.3 | 4.5 | 0.2 | 4.3 |

\| Education teachers, postsecondary | 25-1081 | 3.9 | 77.2 | 79.7 | 2.5 | 3.3 |

\| Adult basic education, adult secondary education, and english as a second language instructors | 25-3011 | 3.9 | 41.7 | 36.4 | -5.3 | -12.7 |

\| Special effects artists and animators | 27-1014 | 3.9 | 73.3 | 76.4 | 3.2 | 4.3 |

\| Artists and related workers, all other[2] | 27-1019 | 3.9 | 13.4 | 13.8 | 0.4 | 3.3 |

\| Athletes and sports competitors | 27-2021 | 3.9 | 25.1 | 27.8 | 2.8 | 11.1 |

\| Entertainers and performers, sports and related workers, all other[2] | 27-2099 | 3.9 | 35.7 | 38.3 | 2.6 | 7.3 |

\| Editors | 27-3041 | 3.9 | 114.2 | 111.9 | -2.3 | -2.0 |

\| Writers and authors | 27-3043 | 3.9 | 150.7 | 158.4 | 7.7 | 5.1 |

\| Interpreters and translators | 27-3091 | 3.9 | 78.3 | 80.1 | 1.8 | 2.3 |

\| Lighting technicians[2] | 27-4015 | 3.9 | 10.8 | 10.5 | -0.3 | -3.0 |

\| Dietitians and nutritionists | 29-1031 | 3.9 | 81.3 | 87.3 | 6.0 | 7.4 |

\| Exercise physiologists | 29-1128 | 3.9 | 21.5 | 23.7 | 2.2 | 10.4 |

\| Acupuncturists | 29-1291 | 3.9 | 22.1 | 23.3 | 1.2 | 5.5 |

\| Magnetic resonance imaging technologists | 29-2035 | 3.9 | 43.4 | 47.0 | 3.6 | 8.4 |

\| Pharmacy technicians | 29-2052 | 3.9 | 463.9 | 497.2 | 33.3 | 7.2 |

\| Home health and personal care aides | 31-1120 | 3.9 | 3,961.9 | 4,782.4 | 820.5 | 20.7 |

\| Psychiatric aides | 31-1133 | 3.9 | 36.0 | 36.3 | 0.3 | 0.8 |

\| Occupational therapy aides | 31-2012 | 3.9 | 4.6 | 4.8 | 0.2 | 3.7 |

\| Physical therapist aides | 31-2022 | 3.9 | 44.3 | 45.6 | 1.3 | 2.9 |

\| Pharmacy aides | 31-9095 | 3.9 | 44.0 | 44.4 | 0.4 | 0.9 |

\| Fire inspectors and investigators | 33-2021 | 3.9 | 14.9 | 15.5 | 0.7 | 4.5 |

\| Parking enforcement workers | 33-3041 | 3.9 | 7.9 | 7.9 | 0.0 | -0.4 |

\| Gambling surveillance officers and gambling investigators | 33-9031 | 3.9 | 11.0 | 11.3 | 0.3 | 2.6 |

\| Transportation security screeners | 33-9093 | 3.9 | 51.7 | 52.2 | 0.5 | 0.9 |

\| First-line supervisors of housekeeping and janitorial workers | 37-1011 | 3.9 | 241.6 | 251.4 | 9.8 | 4.0 |

\| First-line supervisors of landscaping, lawn service, and groundskeeping workers | 37-1012 | 3.9 | 222.4 | 230.2 | 7.8 | 3.5 |

\| First-line supervisors of entertainment and recreation workers, except gambling services[2] | 39-1014 | 3.9 | 123.3 | 134.6 | 11.2 | 9.1 |

\| First-line supervisors of personal service workers | 39-1022 | 3.9 | 155.9 | 171.7 | 15.8 | 10.1 |

\| Hairdressers, hairstylists, and cosmetologists | 39-5012 | 3.9 | 571.1 | 611.4 | 40.3 | 7.1 |

\| Childcare workers | 39-9011 | 3.9 | 970.8 | 957.8 | -13.0 | -1.3 |

\| Personal care and service workers, all other[2] | 39-9099 | 3.9 | 93.1 | 104.4 | 11.3 | 12.1 |

\| Sales and related workers, all other[2] | 41-9099 | 3.9 | 137.2 | 142.6 | 5.3 | 3.9 |

\| Payroll and timekeeping clerks | 43-3051 | 3.9 | 160.3 | 136.2 | -24.2 | -15.1 |

\| Procurement clerks | 43-3061 | 3.9 | 63.3 | 59.1 | -4.2 | -6.7 |

\| Tellers | 43-3071 | 3.9 | 350.3 | 298.8 | -51.4 | -14.7 |

\| Court, municipal, and license clerks | 43-4031 | 3.9 | 165.1 | 171.4 | 6.3 | 3.8 |

\| Hotel, motel, and resort desk clerks | 43-4081 | 3.9 | 271.3 | 290.2 | 18.9 | 7.0 |

\| Loan interviewers and clerks | 43-4131 | 3.9 | 206.1 | 201.2 | -4.9 | -2.4 |

\| Dispatchers, except police, fire, and ambulance | 43-5032 | 3.9 | 215.4 | 215.7 | 0.4 | 0.2 |

\| Executive secretaries and executive administrative assistants | 43-6011 | 3.9 | 516.1 | 517.2 | 1.2 | 0.2 |

\| Desktop publishers | 43-9031 | 3.9 | 6.4 | 5.6 | -0.9 | -13.4 |

\| Electricians | 47-2111 | 3.9 | 779.8 | 864.1 | 84.3 | 10.8 |

\| First-line supervisors of mechanics, installers, and repairers | 49-1011 | 3.9 | 604.3 | 626.2 | 21.9 | 3.6 |

\| Radio, cellular, and tower equipment installers and repairers | 49-2021 | 3.9 | 12.0 | 12.9 | 0.8 | 6.8 |

\| Avionics technicians | 49-2091 | 3.9 | 21.9 | 23.5 | 1.7 | 7.6 |

\| Electrical and electronics repairers, powerhouse, substation, and relay | 49-2095 | 3.9 | 25.4 | 25.7 | 0.2 | 0.8 |

\| Motorcycle mechanics | 49-3052 | 3.9 | 16.0 | 16.4 | 0.4 | 2.5 |

\| Millwrights | 49-9044 | 3.9 | 42.3 | 44.3 | 2.0 | 4.8 |

\| Commercial divers | 49-9092 | 3.9 | 3.2 | 3.5 | 0.3 | 8.3 |

\| First-line supervisors of production and operating workers | 51-1011 | 3.9 | 690.9 | 695.1 | 4.2 | 0.6 |

\| Multiple machine tool setters, operators, and tenders, metal and plastic | 51-4081 | 3.9 | 130.0 | 132.3 | 2.3 | 1.8 |

\| Fabric and apparel patternmakers | 51-6092 | 3.9 | 2.7 | 2.4 | -0.3 | -11.7 |

\| Nuclear power reactor operators | 51-8011 | 3.9 | 5.8 | 5.2 | -0.6 | -10.3 |

\| Power distributors and dispatchers | 51-8012 | 3.9 | 9.2 | 9.1 | -0.1 | -1.4 |

\| Inspectors, testers, sorters, samplers, and weighers | 51-9061 | 3.9 | 595.5 | 577.7 | -17.8 | -3.0 |

\| First-line supervisors of transportation and material moving workers, except aircraft cargo handling supervisors[2] | 53-1047 | 3.9 | 594.1 | 625.6 | 31.5 | 5.3 |

\| Rail yard engineers, dinkey operators, and hostlers | 53-4013 | 3.9 | 2.4 | 2.4 | 0.0 | 0.5 |

\| Captains, mates, and pilots of water vessels | 53-5021 | 3.9 | 40.2 | 41.2 | 0.9 | 2.3 |

\| Gas compressor and gas pumping station operators | 53-7071 | 3.9 | 4.5 | 4.5 | 0.1 | 1.2 |

\| Compliance officers | 13-1041 | 3.8 | 403.9 | 425.8 | 21.9 | 5.4 |

\| Labor relations specialists | 13-1075 | 3.8 | 65.8 | 65.6 | -0.2 | -0.3 |

\| Market research analysts and marketing specialists | 13-1161 | 3.8 | 903.4 | 978.3 | 74.9 | 8.3 |

\| Accountants and auditors | 13-2011 | 3.8 | 1,562.0 | 1,653.4 | 91.4 | 5.8 |

\| Credit analysts | 13-2041 | 3.8 | 73.7 | 70.8 | -2.8 | -3.9 |

\| Insurance underwriters | 13-2053 | 3.8 | 118.4 | 113.7 | -4.7 | -4.0 |

\| Financial risk specialists[2] | 13-2054 | 3.8 | 57.5 | 62.3 | 4.8 | 8.4 |

\| Loan officers | 13-2072 | 3.8 | 334.1 | 338.7 | 4.5 | 1.4 |

\| Web developers | 15-1254 | 3.8 | 94.1 | 102.5 | 8.5 | 9.0 |

\| Web and digital interface designers[2] | 15-1255 | 3.8 | 128.6 | 138.8 | 10.2 | 7.9 |

\| Operations research analysts | 15-2031 | 3.8 | 123.3 | 151.6 | 28.3 | 23.0 |

\| Surveyors | 17-1022 | 3.8 | 52.6 | 55.7 | 3.1 | 5.9 |

\| Agricultural engineers | 17-2021 | 3.8 | 1.9 | 2.0 | 0.1 | 7.8 |

\| Bioengineers and biomedical engineers | 17-2031 | 3.8 | 19.7 | 21.2 | 1.5 | 7.4 |

\| Computer hardware engineers | 17-2061 | 3.8 | 84.1 | 90.2 | 6.1 | 7.2 |

\| Materials engineers | 17-2131 | 3.8 | 25.0 | 26.9 | 1.8 | 7.4 |

\| Mining and geological engineers, including mining safety engineers | 17-2151 | 3.8 | 7.1 | 7.3 | 0.1 | 2.0 |

\| Petroleum engineers | 17-2171 | 3.8 | 20.8 | 21.3 | 0.5 | 2.4 |

\| Engineers, all other[2] | 17-2199 | 3.8 | 161.1 | 169.2 | 8.0 | 5.0 |

\| Architectural and civil drafters | 17-3011 | 3.8 | 112.3 | 113.6 | 1.3 | 1.1 |

\| Aerospace engineering and operations technologists and technicians | 17-3021 | 3.8 | 11.0 | 11.9 | 0.9 | 7.9 |

\| Civil engineering technologists and technicians | 17-3022 | 3.8 | 66.0 | 67.1 | 1.2 | 1.8 |

\| Electrical and electronic engineering technologists and technicians | 17-3023 | 3.8 | 99.6 | 102.6 | 3.0 | 3.0 |

\| Industrial engineering technologists and technicians | 17-3026 | 3.8 | 74.5 | 77.6 | 3.0 | 4.1 |

\| Calibration technologists and technicians[2] | 17-3028 | 3.8 | 13.8 | 14.5 | 0.8 | 5.5 |

\| Food scientists and technologists | 19-1012 | 3.8 | 14.5 | 15.7 | 1.3 | 8.9 |

\| Epidemiologists | 19-1041 | 3.8 | 11.0 | 13.1 | 2.1 | 18.8 |

\| Astronomers | 19-2011 | 3.8 | 2.4 | 2.6 | 0.2 | 7.4 |

\| Materials scientists | 19-2032 | 3.8 | 9.2 | 10.0 | 0.8 | 8.7 |

\| Geoscientists, except hydrologists and geographers | 19-2042 | 3.8 | 26.0 | 27.4 | 1.4 | 5.5 |

\| Survey researchers | 19-3022 | 3.8 | 9.7 | 9.7 | 0.0 | -0.2 |

\| Agricultural technicians | 19-4012 | 3.8 | 19.6 | 20.8 | 1.2 | 5.9 |

\| Social science research assistants | 19-4061 | 3.8 | 37.5 | 39.9 | 2.4 | 6.3 |

\| Forest and conservation technicians | 19-4071 | 3.8 | 31.3 | 31.8 | 0.5 | 1.7 |

\| Mathematical science teachers, postsecondary | 25-1022 | 3.8 | 58.5 | 60.4 | 1.9 | 3.3 |

\| Philosophy and religion teachers, postsecondary | 25-1126 | 3.8 | 26.4 | 27.0 | 0.5 | 2.0 |

\| Curators | 25-4012 | 3.8 | 14.2 | 16.0 | 1.7 | 12.2 |

\| Library technicians | 25-4031 | 3.8 | 81.5 | 77.0 | -4.6 | -5.6 |

\| Teaching assistants, postsecondary | 25-9044 | 3.8 | 184.6 | 192.1 | 7.4 | 4.0 |

\| Fine artists, including painters, sculptors, and illustrators | 27-1013 | 3.8 | 26.3 | 27.4 | 1.1 | 4.0 |

\| Designers, all other[2] | 27-1029 | 3.8 | 30.4 | 31.3 | 0.9 | 3.0 |

\| Music directors and composers | 27-2041 | 3.8 | 50.3 | 51.6 | 1.4 | 2.7 |

\| Technical writers | 27-3042 | 3.8 | 50.1 | 52.1 | 2.0 | 4.0 |

\| Broadcast technicians | 27-4012 | 3.8 | 30.0 | 30.0 | 0.0 | 0.1 |

\| Emergency medical technicians[2] | 29-2042 | 3.8 | 169.7 | 180.0 | 10.3 | 6.1 |

\| Massage therapists | 31-9011 | 3.8 | 147.1 | 173.2 | 26.0 | 17.7 |

\| Veterinary assistants and laboratory animal caretakers | 31-9096 | 3.8 | 118.2 | 141.1 | 22.9 | 19.4 |

\| Lifeguards, ski patrol, and other recreational protective service workers | 33-9092 | 3.8 | 129.1 | 137.9 | 8.8 | 6.8 |

\| First-line supervisors of food preparation and serving workers | 35-1012 | 3.8 | 1,211.4 | 1,288.2 | 76.8 | 6.3 |

\| Cooks, institution and cafeteria | 35-2012 | 3.8 | 456.3 | 471.1 | 14.9 | 3.3 |

\| First-line supervisors of gambling services workers | 39-1013 | 3.8 | 33.2 | 34.9 | 1.7 | 5.2 |

\| Animal caretakers | 39-2021 | 3.8 | 364.6 | 425.2 | 60.6 | 16.6 |

\| Gambling change persons and booth cashiers | 41-2012 | 3.8 | 21.4 | 20.5 | -0.9 | -4.3 |

\| Parts salespersons | 41-2022 | 3.8 | 267.9 | 271.2 | 3.3 | 1.2 |

\| Advertising sales agents | 41-3011 | 3.8 | 111.6 | 104.2 | -7.4 | -6.6 |

\| Insurance sales agents | 41-3021 | 3.8 | 547.6 | 581.0 | 33.4 | 6.1 |

\| Gambling cage workers | 43-3041 | 3.8 | 13.1 | 12.7 | -0.5 | -3.7 |

\| Brokerage clerks | 43-4011 | 3.8 | 49.7 | 48.2 | -1.4 | -2.8 |

\| Credit authorizers, checkers, and clerks | 43-4041 | 3.8 | 14.5 | 13.7 | -0.8 | -5.2 |

\| New accounts clerks | 43-4141 | 3.8 | 42.2 | 36.0 | -6.2 | -14.6 |

\| Receptionists and information clerks | 43-4171 | 3.8 | 1,054.5 | 1,048.8 | -5.7 | -0.5 |

\| Production, planning, and expediting clerks | 43-5061 | 3.8 | 399.2 | 418.7 | 19.5 | 4.9 |

\| Agricultural inspectors | 45-2011 | 3.8 | 13.3 | 13.9 | 0.5 | 3.9 |

\| Forest and conservation workers | 45-4011 | 3.8 | 10.9 | 10.5 | -0.4 | -3.8 |

\| Operating engineers and other construction equipment operators | 47-2073 | 3.8 | 468.0 | 487.6 | 19.6 | 4.2 |

\| Elevator and escalator installers and repairers | 47-4021 | 3.8 | 24.4 | 25.8 | 1.4 | 5.7 |

\| Hazardous materials removal workers | 47-4041 | 3.8 | 50.3 | 50.9 | 0.5 | 1.0 |

\| Telecommunications equipment installers and repairers, except line installers | 49-2022 | 3.8 | 162.3 | 156.8 | -5.5 | -3.4 |

\| Aircraft mechanics and service technicians | 49-3011 | 3.8 | 141.4 | 148.7 | 7.3 | 5.2 |

\| Telecommunications line installers and repairers | 49-9052 | 3.8 | 102.2 | 99.4 | -2.8 | -2.7 |

\| Medical equipment repairers | 49-9062 | 3.8 | 67.0 | 79.3 | 12.3 | 18.4 |

\| Maintenance and repair workers, general | 49-9071 | 3.8 | 1,616.5 | 1,698.3 | 81.8 | 5.1 |

\| Wind turbine service technicians | 49-9081 | 3.8 | 11.4 | 18.2 | 6.8 | 60.1 |

\| Prepress technicians and workers | 51-5111 | 3.8 | 23.3 | 19.0 | -4.3 | -18.5 |

\| Dental laboratory technicians | 51-9081 | 3.8 | 35.1 | 33.7 | -1.5 | -4.2 |

\| Photographic process workers and processing machine operators | 51-9151 | 3.8 | 9.2 | 9.4 | 0.1 | 1.5 |

\| Airfield operations specialists | 53-2022 | 3.8 | 18.7 | 19.7 | 1.0 | 5.3 |

\| Ambulance drivers and attendants, except emergency medical technicians | 53-3011 | 3.8 | 11.6 | 11.6 | 0.0 | -0.1 |

\| Aircraft service attendants[2] | 53-6032 | 3.8 | 25.2 | 26.7 | 1.6 | 6.2 |

\| Farmers, ranchers, and other agricultural managers | 11-9013 | 3.7 | 856.6 | 842.9 | -13.8 | -1.6 |

\| Agents and business managers of artists, performers, and athletes | 13-1011 | 3.7 | 18.6 | 20.4 | 1.7 | 9.2 |

\| Insurance appraisers, auto damage | 13-1032 | 3.7 | 10.5 | 9.5 | -1.0 | -9.2 |

\| Cost estimators | 13-1051 | 3.7 | 227.9 | 219.6 | -8.3 | -3.6 |

\| Computer and information research scientists | 15-1221 | 3.7 | 36.6 | 46.0 | 9.4 | 25.6 |

\| Computer network architects | 15-1241 | 3.7 | 177.8 | 201.7 | 23.9 | 13.4 |

\| Database administrators | 15-1242 | 3.7 | 80.5 | 87.1 | 6.6 | 8.2 |

\| Mathematicians | 15-2021 | 3.7 | 2.5 | 2.5 | 0.1 | 3.7 |

\| Statisticians | 15-2041 | 3.7 | 32.4 | 36.2 | 3.8 | 11.8 |

\| Data scientists[2] | 15-2051 | 3.7 | 202.9 | 276.0 | 73.1 | 36.0 |

\| Mathematical science occupations, all other[2] | 15-2099 | 3.7 | 4.6 | 4.9 | 0.3 | 6.9 |

\| Chemical engineers | 17-2041 | 3.7 | 21.4 | 23.5 | 2.1 | 9.8 |

\| Civil engineers | 17-2051 | 3.7 | 341.8 | 363.9 | 22.1 | 6.5 |

\| Environmental engineers | 17-2081 | 3.7 | 41.3 | 44.2 | 2.9 | 6.9 |

\| Marine engineers and naval architects | 17-2121 | 3.7 | 10.1 | 11.0 | 0.8 | 8.0 |

\| Mechanical drafters | 17-3013 | 3.7 | 50.4 | 47.9 | -2.5 | -4.9 |

\| Drafters, all other[2] | 17-3019 | 3.7 | 18.5 | 17.4 | -1.1 | -5.7 |

\| Electro-mechanical and mechatronics technologists and technicians | 17-3024 | 3.7 | 15.8 | 15.6 | -0.2 | -1.2 |

\| Environmental engineering technologists and technicians | 17-3025 | 3.7 | 14.2 | 14.5 | 0.3 | 2.3 |

\| Engineering technologists and technicians, except drafters, all other[2] | 17-3029 | 3.7 | 69.5 | 72.6 | 3.1 | 4.4 |

\| Physicists | 19-2012 | 3.7 | 21.1 | 22.6 | 1.5 | 7.2 |

\| Geographers | 19-3092 | 3.7 | 1.6 | 1.7 | 0.0 | 2.5 |

\| Historians | 19-3093 | 3.7 | 3.4 | 3.6 | 0.2 | 5.7 |

\| Environmental science and protection technicians, including health | 19-4042 | 3.7 | 33.9 | 36.2 | 2.4 | 7.0 |

\| Forensic science technicians | 19-4092 | 3.7 | 18.6 | 21.2 | 2.5 | 13.6 |

\| Life, physical, and social science technicians, all other[2] | 19-4099 | 3.7 | 83.3 | 88.2 | 4.8 | 5.8 |

\| Paralegals and legal assistants | 23-2011 | 3.7 | 366.2 | 370.5 | 4.3 | 1.2 |

\| Legal support workers, all other[2] | 23-2099 | 3.7 | 47.3 | 47.8 | 0.5 | 1.0 |

\| Economics teachers, postsecondary | 25-1063 | 3.7 | 15.5 | 16.0 | 0.5 | 3.5 |

\| Actors | 27-2011 | 3.7 | 76.0 | 79.5 | 3.5 | 4.5 |

\| Camera operators, television, video, and film | 27-4031 | 3.7 | 38.2 | 38.9 | 0.7 | 1.9 |

\| Health information technologists and medical registrars[2] | 29-9021 | 3.7 | 39.1 | 45.5 | 6.4 | 16.3 |

\| School bus monitors[2] | 33-9094 | 3.7 | 70.1 | 68.4 | -1.7 | -2.4 |

\| Cooks, private household | 35-2013 | 3.7 | 37.8 | 35.4 | -2.4 | -6.3 |

\| Cooks, restaurant | 35-2014 | 3.7 | 1,434.2 | 1,678.6 | 244.5 | 17.0 |

\| Bartenders | 35-3011 | 3.7 | 734.3 | 798.9 | 64.5 | 8.8 |

\| Pest control workers | 37-2021 | 3.7 | 98.2 | 105.1 | 6.9 | 7.0 |

\| Animal trainers | 39-2011 | 3.7 | 57.9 | 61.6 | 3.7 | 6.4 |

\| Exercise trainers and group fitness instructors | 39-9031 | 3.7 | 350.1 | 397.7 | 47.5 | 13.6 |

\| First-line supervisors of non-retail sales workers | 41-1012 | 3.7 | 347.8 | 351.9 | 4.1 | 1.2 |

\| Cashiers | 41-2011 | 3.7 | 3,338.8 | 2,985.7 | -353.1 | -10.6 |

\| Retail salespersons | 41-2031 | 3.7 | 3,810.1 | 3,814.7 | 4.5 | 0.1 |

\| Sales representatives, wholesale and manufacturing, technical and scientific products | 41-4011 | 3.7 | 325.3 | 335.3 | 10.0 | 3.1 |

\| Billing and posting clerks | 43-3021 | 3.7 | 449.0 | 451.3 | 2.3 | 0.5 |

\| Financial clerks, all other[2] | 43-3099 | 3.7 | 46.2 | 47.3 | 1.1 | 2.3 |

\| Human resources assistants, except payroll and timekeeping | 43-4161 | 3.7 | 104.2 | 99.2 | -5.0 | -4.8 |

\| Postal service clerks | 43-5051 | 3.7 | 74.6 | 72.4 | -2.2 | -3.0 |

\| Medical secretaries and administrative assistants | 43-6013 | 3.7 | 768.9 | 810.1 | 41.3 | 5.4 |

\| Office clerks, general | 43-9061 | 3.7 | 2,645.8 | 2,498.2 | -147.5 | -5.6 |

\| Statistical assistants | 43-9111 | 3.7 | 7.9 | 7.9 | 0.0 | 0.2 |

\| Office and administrative support workers, all other[2] | 43-9199 | 3.7 | 206.8 | 190.8 | -16.0 | -7.7 |

\| Carpenters | 47-2031 | 3.7 | 923.1 | 961.6 | 38.6 | 4.2 |

\| Insulation workers, mechanical | 47-2132 | 3.7 | 23.4 | 24.6 | 1.2 | 5.1 |

\| Construction and building inspectors | 47-4011 | 3.7 | 142.6 | 142.7 | 0.0 | 0.0 |

\| Service unit operators, oil and gas | 47-5013 | 3.7 | 48.7 | 49.7 | 1.0 | 2.1 |

\| Electric motor, power tool, and related repairers | 49-2092 | 3.7 | 17.7 | 18.6 | 0.9 | 5.0 |

\| Electrical and electronics installers and repairers, transportation equipment | 49-2093 | 3.7 | 7.6 | 8.2 | 0.5 | 6.9 |

\| Electrical and electronics repairers, commercial and industrial equipment | 49-2094 | 3.7 | 59.8 | 60.5 | 0.7 | 1.2 |

\| Electronic equipment installers and repairers, motor vehicles | 49-2096 | 3.7 | 9.1 | 7.9 | -1.2 | -13.2 |

\| Heating, air conditioning, and refrigeration mechanics and installers | 49-9021 | 3.7 | 441.2 | 481.3 | 40.1 | 9.1 |

\| Home appliance repairers | 49-9031 | 3.7 | 37.5 | 37.8 | 0.3 | 0.8 |

\| Industrial machinery mechanics | 49-9041 | 3.7 | 429.5 | 503.3 | 73.8 | 17.2 |

\| Electrical power-line installers and repairers | 49-9051 | 3.7 | 123.4 | 132.8 | 9.4 | 7.6 |

\| Precision instrument and equipment repairers, all other[2] | 49-9069 | 3.7 | 10.9 | 11.2 | 0.4 | 3.5 |

\| Installation, maintenance, and repair workers, all other[2] | 49-9099 | 3.7 | 201.5 | 208.7 | 7.2 | 3.6 |

\| Aircraft structure, surfaces, rigging, and systems assemblers | 51-2011 | 3.7 | 31.4 | 26.3 | -5.2 | -16.4 |

\| Drilling and boring machine tool setters, operators, and tenders, metal and plastic | 51-4032 | 3.7 | 5.8 | 4.7 | -1.1 | -19.2 |

\| Tool and die makers | 51-4111 | 3.7 | 59.1 | 53.3 | -5.8 | -9.7 |

\| Model makers, wood | 51-7031 | 3.7 | 1.1 | 1.0 | -0.1 | -12.8 |

\| Power plant operators | 51-8013 | 3.7 | 32.4 | 29.3 | -3.1 | -9.4 |

\| Stationary engineers and boiler operators | 51-8021 | 3.7 | 35.5 | 36.9 | 1.4 | 4.1 |

\| Gas plant operators | 51-8092 | 3.7 | 16.1 | 14.6 | -1.6 | -9.8 |

\| Bus drivers, school[2] | 53-3051 | 3.7 | 365.3 | 368.9 | 3.6 | 1.0 |

\| Bus drivers, transit and intercity | 53-3052 | 3.7 | 194.1 | 204.1 | 10.1 | 5.2 |

\| Shuttle drivers and chauffeurs[2] | 53-3053 | 3.7 | 222.3 | 241.3 | 19.0 | 8.5 |

\| Taxi drivers[2] | 53-3054 | 3.7 | 171.1 | 193.8 | 22.7 | 13.3 |

\| Railroad brake, signal, and switch operators and locomotive firers | 53-4022 | 3.7 | 12.0 | 12.1 | 0.2 | 1.5 |

\| Railroad conductors and yardmasters | 53-4031 | 3.7 | 41.1 | 41.9 | 0.8 | 1.9 |

\| Rail transportation workers, all other[2] | 53-4099 | 3.7 | 1.9 | 2.0 | 0.1 | 3.5 |

\| Traffic technicians | 53-6041 | 3.7 | 7.8 | 8.2 | 0.3 | 4.2 |

\| Transportation inspectors | 53-6051 | 3.7 | 29.7 | 30.8 | 1.2 | 3.9 |

\| Passenger attendants | 53-6061 | 3.7 | 21.6 | 22.9 | 1.3 | 5.8 |

\| Property appraisers and assessors[2] | 13-2020 | 3.6 | 83.9 | 87.1 | 3.2 | 3.9 |

\| Computer systems analysts | 15-1211 | 3.6 | 527.2 | 583.7 | 56.5 | 10.7 |

\| Database architects | 15-1243 | 3.6 | 61.4 | 68.0 | 6.6 | 10.8 |

\| Actuaries | 15-2011 | 3.6 | 30.2 | 36.8 | 6.6 | 21.8 |

\| Electronics engineers, except computer | 17-2072 | 3.6 | 98.7 | 107.6 | 8.9 | 9.1 |

\| Nuclear engineers | 17-2161 | 3.6 | 13.4 | 13.3 | -0.1 | -0.8 |

\| Electrical and electronics drafters | 17-3012 | 3.6 | 23.2 | 24.2 | 1.0 | 4.1 |

\| Mechanical engineering technologists and technicians | 17-3027 | 3.6 | 39.9 | 40.7 | 0.8 | 1.9 |

\| Conservation scientists | 19-1031 | 3.6 | 25.9 | 27.4 | 1.4 | 5.6 |

\| Foresters | 19-1032 | 3.6 | 15.4 | 15.9 | 0.5 | 3.0 |

\| Hydrologists | 19-2043 | 3.6 | 6.5 | 6.7 | 0.2 | 2.8 |

\| Economists | 19-3011 | 3.6 | 17.5 | 18.4 | 0.9 | 5.1 |

\| Food science technicians | 19-4013 | 3.6 | 25.1 | 26.9 | 1.8 | 7.3 |

\| Hydrologic technicians[2] | 19-4044 | 3.6 | 3.2 | 3.3 | 0.1 | 2.4 |

\| Judicial law clerks | 23-1012 | 3.6 | 15.6 | 16.1 | 0.5 | 3.4 |

\| Title examiners, abstractors, and searchers | 23-2093 | 3.6 | 56.3 | 56.9 | 0.6 | 1.0 |

\| Merchandise displayers and window trimmers | 27-1026 | 3.6 | 176.4 | 184.7 | 8.4 | 4.8 |

\| Dancers | 27-2031 | 3.6 | 15.2 | 16.2 | 1.0 | 6.7 |

\| Musicians and singers | 27-2042 | 3.6 | 169.3 | 172.8 | 3.5 | 2.1 |

\| Cooks, short order | 35-2015 | 3.6 | 128.8 | 123.5 | -5.3 | -4.1 |

\| Cooks, all other[2] | 35-2019 | 3.6 | 20.0 | 21.1 | 1.0 | 5.2 |

\| Waiters and waitresses | 35-3031 | 3.6 | 2,277.9 | 2,300.8 | 22.9 | 1.0 |

\| Food servers, nonrestaurant | 35-3041 | 3.6 | 278.6 | 292.2 | 13.7 | 4.9 |

\| Shampooers | 39-5093 | 3.6 | 13.3 | 14.5 | 1.3 | 9.5 |

\| Tour and travel guides | 39-7010 | 3.6 | 56.3 | 61.7 | 5.3 | 9.5 |

\| Telemarketers | 41-9041 | 3.6 | 85.2 | 66.8 | -18.3 | -21.5 |

\| Switchboard operators, including answering service | 43-2011 | 3.6 | 44.9 | 33.6 | -11.3 | -25.2 |

\| Communications equipment operators, all other[2] | 43-2099 | 3.6 | 1.4 | 1.5 | 0.1 | 5.1 |

\| Bookkeeping, accounting, and auditing clerks | 43-3031 | 3.6 | 1,663.8 | 1,579.9 | -83.9 | -5.0 |

\| Library assistants, clerical | 43-4121 | 3.6 | 87.7 | 82.7 | -5.0 | -5.7 |

\| Cargo and freight agents | 43-5011 | 3.6 | 106.7 | 117.0 | 10.3 | 9.7 |

\| Weighers, measurers, checkers, and samplers, recordkeeping | 43-5111 | 3.6 | 51.8 | 50.1 | -1.7 | -3.3 |

\| Secretaries and administrative assistants, except legal, medical, and executive | 43-6014 | 3.6 | 1,982.3 | 1,976.2 | -6.1 | -0.3 |

\| Insurance claims and policy processing clerks | 43-9041 | 3.6 | 271.8 | 261.3 | -10.5 | -3.9 |

\| First-line supervisors of farming, fishing, and forestry workers | 45-1011 | 3.6 | 68.9 | 71.0 | 2.1 | 3.1 |

\| Plumbers, pipefitters, and steamfitters | 47-2152 | 3.6 | 473.4 | 499.7 | 26.3 | 5.6 |

\| Structural iron and steel workers | 47-2221 | 3.6 | 66.1 | 68.9 | 2.7 | 4.1 |

\| Helpers--electricians | 47-3013 | 3.6 | 71.5 | 72.2 | 0.7 | 1.0 |

\| Helpers--roofers | 47-3016 | 3.6 | 4.8 | 5.0 | 0.3 | 5.6 |

\| Rotary drill operators, oil and gas | 47-5012 | 3.6 | 12.8 | 13.1 | 0.3 | 2.2 |

\| Computer, automated teller, and office machine repairers | 49-2011 | 3.6 | 85.7 | 84.0 | -1.7 | -2.0 |

\| Automotive body and related repairers | 49-3021 | 3.6 | 169.2 | 171.4 | 2.1 | 1.3 |

\| Bus and truck mechanics and diesel engine specialists | 49-3031 | 3.6 | 300.2 | 308.7 | 8.5 | 2.8 |

\| Farm equipment mechanics and service technicians | 49-3041 | 3.6 | 48.0 | 53.5 | 5.5 | 11.4 |

\| Outdoor power equipment and other small engine mechanics | 49-3053 | 3.6 | 40.0 | 41.2 | 1.2 | 2.9 |

\| Recreational vehicle service technicians | 49-3092 | 3.6 | 18.4 | 20.2 | 1.8 | 9.9 |

\| Musical instrument repairers and tuners | 49-9063 | 3.6 | 6.3 | 6.4 | 0.1 | 1.5 |

\| Coin, vending, and amusement machine servicers and repairers | 49-9091 | 3.6 | 39.3 | 39.2 | -0.1 | -0.4 |

\| Food batchmakers | 51-3092 | 3.6 | 171.3 | 186.8 | 15.5 | 9.1 |

\| Rolling machine setters, operators, and tenders, metal and plastic | 51-4023 | 3.6 | 25.0 | 23.1 | -1.9 | -7.7 |

\| Model makers, metal and plastic | 51-4061 | 3.6 | 2.9 | 2.4 | -0.5 | -17.6 |

\| Shoe machine operators and tenders | 51-6042 | 3.6 | 6.1 | 5.2 | -0.8 | -13.6 |

\| Petroleum pump system operators, refinery operators, and gaugers | 51-8093 | 3.6 | 33.6 | 32.8 | -0.8 | -2.3 |

\| Plant and system operators, all other[2] | 51-8099 | 3.6 | 15.8 | 16.3 | 0.5 | 3.2 |

\| Chemical equipment operators and tenders | 51-9011 | 3.6 | 121.9 | 115.4 | -6.5 | -5.4 |

\| Cooling and freezing equipment operators and tenders | 51-9193 | 3.6 | 7.1 | 7.8 | 0.7 | 9.4 |

\| Motor vehicle operators, all other[2] | 53-3099 | 3.6 | 86.5 | 93.6 | 7.1 | 8.3 |

\| Locomotive engineers | 53-4011 | 3.6 | 27.5 | 27.9 | 0.4 | 1.3 |

\| Automotive and watercraft service attendants | 53-6031 | 3.6 | 94.6 | 94.5 | -0.1 | -0.1 |

\| Conveyor operators and tenders | 53-7011 | 3.6 | 30.4 | 30.1 | -0.3 | -0.9 |

\| Crane and tower operators | 53-7021 | 3.6 | 42.6 | 44.2 | 1.6 | 3.7 |

\| Tank car, truck, and ship loaders | 53-7121 | 3.6 | 12.7 | 13.2 | 0.5 | 3.9 |

\| Cartographers and photogrammetrists | 17-1021 | 3.5 | 12.9 | 13.7 | 0.8 | 6.3 |

\| Chemical technicians | 19-4031 | 3.5 | 58.3 | 61.4 | 3.2 | 5.5 |

\| Archivists | 25-4011 | 3.5 | 8.8 | 9.5 | 0.7 | 8.0 |

\| Museum technicians and conservators | 25-4013 | 3.5 | 14.4 | 16.0 | 1.6 | 10.7 |

\| Commercial and industrial designers | 27-1021 | 3.5 | 34.0 | 35.1 | 1.1 | 3.1 |

\| Medical records specialists[2] | 29-2072 | 3.5 | 191.5 | 208.2 | 16.7 | 8.7 |

\| Orderlies | 31-1132 | 3.5 | 50.0 | 52.2 | 2.3 | 4.5 |

\| Medical transcriptionists | 31-9094 | 3.5 | 54.5 | 51.9 | -2.6 | -4.7 |

\| Dining room and cafeteria attendants and bartender helpers | 35-9011 | 3.5 | 493.8 | 534.7 | 40.9 | 8.3 |

\| Hosts and hostesses, restaurant, lounge, and coffee shop | 35-9031 | 3.5 | 435.6 | 437.0 | 1.4 | 0.3 |

\| Pesticide handlers, sprayers, and applicators, vegetation | 37-3012 | 3.5 | 26.7 | 28.0 | 1.4 | 5.1 |

\| Tree trimmers and pruners | 37-3013 | 3.5 | 67.1 | 70.4 | 3.2 | 4.8 |

\| Gambling dealers | 39-3011 | 3.5 | 86.8 | 89.6 | 2.8 | 3.2 |

\| Gambling and sports book writers and runners | 39-3012 | 3.5 | 9.6 | 9.4 | -0.2 | -2.4 |

\| Gambling service workers, all other[2] | 39-3019 | 3.5 | 14.5 | 14.9 | 0.4 | 2.9 |

\| Ushers, lobby attendants, and ticket takers | 39-3031 | 3.5 | 119.7 | 122.7 | 3.1 | 2.6 |

\| Costume attendants | 39-3092 | 3.5 | 6.5 | 7.0 | 0.5 | 7.1 |

\| Crematory operators[2] | 39-4012 | 3.5 | 3.2 | 3.4 | 0.2 | 4.7 |

\| Funeral attendants | 39-4021 | 3.5 | 32.9 | 33.9 | 1.1 | 3.2 |

\| Barbers | 39-5011 | 3.5 | 78.4 | 83.3 | 5.0 | 6.4 |

\| Counter and rental clerks | 41-2021 | 3.5 | 403.7 | 420.8 | 17.1 | 4.2 |

\| Demonstrators and product promoters | 41-9011 | 3.5 | 56.5 | 59.2 | 2.8 | 4.9 |

\| Bill and account collectors | 43-3011 | 3.5 | 196.5 | 177.8 | -18.6 | -9.5 |

\| Correspondence clerks | 43-4021 | 3.5 | 5.5 | 5.1 | -0.4 | -6.7 |

\| File clerks | 43-4071 | 3.5 | 87.2 | 73.9 | -13.3 | -15.3 |

\| Legal secretaries and administrative assistants | 43-6012 | 3.5 | 154.2 | 146.3 | -7.9 | -5.1 |

\| Word processors and typists | 43-9022 | 3.5 | 39.9 | 24.8 | -15.2 | -38.0 |

\| Mail clerks and mail machine operators, except postal service | 43-9051 | 3.5 | 70.6 | 66.2 | -4.4 | -6.2 |

\| Log graders and scalers | 45-4023 | 3.5 | 5.2 | 5.1 | -0.1 | -1.5 |

\| Carpet installers | 47-2041 | 3.5 | 20.3 | 18.5 | -1.8 | -8.9 |

\| Floor sanders and finishers | 47-2043 | 3.5 | 6.6 | 6.8 | 0.2 | 2.5 |

\| Tile and stone setters | 47-2044 | 3.5 | 55.6 | 61.4 | 5.8 | 10.4 |

\| Painters, construction and maintenance | 47-2141 | 3.5 | 338.9 | 352.4 | 13.6 | 4.0 |

\| Paperhangers | 47-2142 | 3.5 | 2.9 | 3.1 | 0.2 | 5.7 |

\| Roofers | 47-2181 | 3.5 | 168.1 | 177.9 | 9.8 | 5.8 |

\| Solar photovoltaic installers | 47-2231 | 3.5 | 25.0 | 37.0 | 12.0 | 48.0 |

\| Helpers--carpenters | 47-3012 | 3.5 | 22.3 | 21.6 | -0.7 | -3.0 |

\| Helpers--pipelayers, plumbers, pipefitters, and steamfitters | 47-3015 | 3.5 | 47.1 | 49.8 | 2.8 | 5.9 |

\| Helpers, construction trades, all other[2] | 47-3019 | 3.5 | 28.0 | 30.4 | 2.3 | 8.3 |

\| Miscellaneous construction and related workers[2] | 47-4090 | 3.5 | 31.6 | 32.9 | 1.3 | 4.0 |

\| Earth drillers, except oil and gas | 47-5023 | 3.5 | 18.9 | 19.7 | 0.8 | 4.0 |

\| Continuous mining machine operators | 47-5041 | 3.5 | 16.1 | 15.8 | -0.3 | -1.8 |

\| Roof bolters, mining | 47-5043 | 3.5 | 2.0 | 1.4 | -0.6 | -32.0 |

\| Audiovisual equipment installers and repairers | 49-2097 | 3.5 | 27.8 | 28.3 | 0.5 | 1.9 |

\| Automotive glass installers and repairers | 49-3022 | 3.5 | 21.7 | 22.1 | 0.4 | 2.0 |

\| Automotive service technicians and mechanics | 49-3023 | 3.5 | 794.6 | 815.9 | 21.2 | 2.7 |

\| Mobile heavy equipment mechanics, except engines | 49-3042 | 3.5 | 191.1 | 207.3 | 16.2 | 8.5 |

\| Motorboat mechanics and service technicians | 49-3051 | 3.5 | 26.1 | 27.8 | 1.8 | 6.7 |

\| Control and valve installers and repairers, except mechanical door | 49-9012 | 3.5 | 48.8 | 49.6 | 0.8 | 1.6 |

\| Camera and photographic equipment repairers | 49-9061 | 3.5 | 2.6 | 2.2 | -0.4 | -16.9 |

\| Riggers | 49-9096 | 3.5 | 24.2 | 25.4 | 1.2 | 4.9 |

\| Signal and track switch repairers | 49-9097 | 3.5 | 9.3 | 9.5 | 0.2 | 2.3 |

\| Helpers--installation, maintenance, and repair workers | 49-9098 | 3.5 | 104.6 | 109.2 | 4.6 | 4.4 |

\| Fiberglass laminators and fabricators | 51-2051 | 3.5 | 20.9 | 21.8 | 1.0 | 4.6 |

\| Milling and planing machine setters, operators, and tenders, metal and plastic | 51-4035 | 3.5 | 14.1 | 12.3 | -1.8 | -12.9 |

\| Metal-refining furnace operators and tenders | 51-4051 | 3.5 | 21.4 | 20.4 | -1.0 | -4.8 |

\| Patternmakers, metal and plastic | 51-4062 | 3.5 | 2.2 | 1.7 | -0.5 | -22.2 |

\| Textile knitting and weaving machine setters, operators, and tenders | 51-6063 | 3.5 | 16.4 | 14.4 | -1.9 | -11.8 |

\| Extruding and forming machine setters, operators, and tenders, synthetic and glass fibers | 51-6091 | 3.5 | 15.1 | 14.7 | -0.5 | -3.1 |

\| Patternmakers, wood | 51-7032 | 3.5 | 0.5 | 0.4 | -0.1 | -13.5 |

\| Water and wastewater treatment plant and system operators | 51-8031 | 3.5 | 124.7 | 117.2 | -7.5 | -6.0 |

\| Grinding and polishing workers, hand | 51-9022 | 3.5 | 12.5 | 10.3 | -2.2 | -17.8 |

\| Extruding, forming, pressing, and compacting machine setters, operators, and tenders | 51-9041 | 3.5 | 57.2 | 58.7 | 1.6 | 2.7 |

\| Jewelers and precious stone and metal workers | 51-9071 | 3.5 | 46.2 | 44.5 | -1.7 | -3.7 |

\| Ophthalmic laboratory technicians | 51-9083 | 3.5 | 18.9 | 19.2 | 0.3 | 1.6 |

\| Coating, painting, and spraying machine setters, operators, and tenders | 51-9124 | 3.5 | 167.9 | 169.9 | 2.0 | 1.2 |

\| Semiconductor processing technicians | 51-9141 | 3.5 | 26.6 | 30.1 | 3.4 | 13.0 |

\| Computer numerically controlled tool operators | 51-9161 | 3.5 | 189.9 | 172.4 | -17.5 | -9.2 |

\| Computer numerically controlled tool programmers | 51-9162 | 3.5 | 28.3 | 32.5 | 4.2 | 14.9 |

\| Production workers, all other[2] | 51-9199 | 3.5 | 265.1 | 270.1 | 5.0 | 1.9 |

\| Driver/sales workers | 53-3031 | 3.5 | 503.2 | 549.3 | 46.1 | 9.2 |

\| Heavy and tractor-trailer truck drivers | 53-3032 | 3.5 | 2,211.3 | 2,313.4 | 102.0 | 4.6 |

\| Light truck drivers | 53-3033 | 3.5 | 1,092.6 | 1,188.9 | 96.3 | 8.8 |

\| Ship engineers | 53-5031 | 3.5 | 9.5 | 9.8 | 0.3 | 3.4 |

\| Transportation workers, all other[2] | 53-6099 | 3.5 | 11.3 | 11.9 | 0.6 | 5.3 |

\| Wellhead pumpers | 53-7073 | 3.5 | 19.4 | 19.0 | -0.4 | -2.0 |

\| Surveying and mapping technicians | 17-3031 | 3.4 | 57.4 | 60.6 | 3.2 | 5.6 |

\| Geological technicians, except hydrologic technicians | 19-4043 | 3.4 | 9.2 | 9.5 | 0.3 | 3.8 |

\| Floral designers | 27-1023 | 3.4 | 53.7 | 48.1 | -5.6 | -10.4 |

\| Crossing guards and flaggers | 33-9091 | 3.4 | 93.0 | 97.2 | 4.2 | 4.5 |

\| Food preparation workers | 35-2021 | 3.4 | 904.8 | 870.8 | -34.0 | -3.8 |

\| Fast food and counter workers | 35-3023 | 3.4 | 3,734.1 | 3,946.5 | 212.5 | 5.7 |

\| Food preparation and serving related workers, all other[2] | 35-9099 | 3.4 | 88.6 | 95.3 | 6.8 | 7.6 |

\| Maids and housekeeping cleaners | 37-2012 | 3.4 | 1,335.5 | 1,346.2 | 10.8 | 0.8 |

\| Building cleaning workers, all other[2] | 37-2019 | 3.4 | 15.2 | 15.8 | 0.6 | 4.3 |

\| Landscaping and groundskeeping workers | 37-3011 | 3.4 | 1,188.2 | 1,248.3 | 60.1 | 5.1 |

\| Grounds maintenance workers, all other[2] | 37-3019 | 3.4 | 14.1 | 14.6 | 0.5 | 3.8 |

\| Entertainment attendants and related workers, all other[2] | 39-3099 | 3.4 | 7.9 | 8.3 | 0.4 | 5.2 |

\| Baggage porters and bellhops | 39-6011 | 3.4 | 29.5 | 29.6 | 0.1 | 0.5 |

\| Travel agents | 41-3041 | 3.4 | 68.8 | 71.2 | 2.3 | 3.4 |

\| Meter readers, utilities | 43-5041 | 3.4 | 20.4 | 18.1 | -2.3 | -11.4 |

\| Farmworkers, farm, ranch, and aquacultural animals | 45-2093 | 3.4 | 204.7 | 194.1 | -10.6 | -5.2 |

\| Logging equipment operators | 45-4022 | 3.4 | 34.1 | 32.8 | -1.3 | -3.8 |

\| Logging workers, all other[2] | 45-4029 | 3.4 | 3.7 | 3.4 | -0.3 | -7.4 |

\| Brickmasons and blockmasons | 47-2021 | 3.4 | 72.6 | 75.0 | 2.4 | 3.3 |

\| Paving, surfacing, and tamping equipment operators | 47-2071 | 3.4 | 44.5 | 46.3 | 1.7 | 3.9 |

\| Pile driver operators | 47-2072 | 3.4 | 3.1 | 3.3 | 0.1 | 4.6 |

\| Pipelayers | 47-2151 | 3.4 | 37.3 | 36.4 | -0.9 | -2.3 |

\| Sheet metal workers | 47-2211 | 3.4 | 124.2 | 127.1 | 2.9 | 2.3 |

\| Rail-track laying and maintenance equipment operators | 47-4061 | 3.4 | 17.7 | 18.1 | 0.4 | 2.5 |

\| Derrick operators, oil and gas | 47-5011 | 3.4 | 12.1 | 12.5 | 0.4 | 3.1 |

\| Excavating and loading machine and dragline operators, surface mining | 47-5022 | 3.4 | 34.4 | 34.1 | -0.3 | -0.8 |

\| Underground mining machine operators, all other[2] | 47-5049 | 3.4 | 2.6 | 2.5 | -0.1 | -4.5 |

\| Helpers--extraction workers | 47-5081 | 3.4 | 7.7 | 7.8 | 0.1 | 1.8 |

\| Extraction workers, all other[2] | 47-5099 | 3.4 | 7.4 | 7.4 | 0.0 | -0.5 |

\| Tire repairers and changers | 49-3093 | 3.4 | 107.6 | 113.3 | 5.7 | 5.3 |

\| Mechanical door repairers | 49-9011 | 3.4 | 27.7 | 30.9 | 3.2 | 11.4 |

\| Maintenance workers, machinery | 49-9043 | 3.4 | 59.0 | 63.6 | 4.6 | 7.8 |

\| Coil winders, tapers, and finishers | 51-2021 | 3.4 | 12.1 | 10.9 | -1.1 | -9.3 |

\| Miscellaneous assemblers and fabricators[2] | 51-2090 | 3.4 | 1,520.8 | 1,527.9 | 7.0 | 0.5 |

\| Bakers | 51-3011 | 3.4 | 243.4 | 256.1 | 12.7 | 5.2 |

\| Butchers and meat cutters | 51-3021 | 3.4 | 139.1 | 136.2 | -2.9 | -2.1 |

\| Food cooking machine operators and tenders | 51-3093 | 3.4 | 30.7 | 31.1 | 0.3 | 1.0 |

\| Food processing workers, all other[2] | 51-3099 | 3.4 | 66.8 | 69.7 | 2.9 | 4.4 |

\| Extruding and drawing machine setters, operators, and tenders, metal and plastic | 51-4021 | 3.4 | 64.1 | 65.3 | 1.3 | 2.0 |

\| Forging machine setters, operators, and tenders, metal and plastic | 51-4022 | 3.4 | 9.3 | 7.9 | -1.5 | -15.7 |

\| Lathe and turning machine tool setters, operators, and tenders, metal and plastic | 51-4034 | 3.4 | 19.7 | 17.5 | -2.3 | -11.4 |

\| Machinists | 51-4041 | 3.4 | 298.0 | 303.0 | 5.0 | 1.7 |

\| Layout workers, metal and plastic | 51-4192 | 3.4 | 6.9 | 6.7 | -0.2 | -3.5 |

\| Printing press operators | 51-5112 | 3.4 | 156.2 | 141.3 | -14.9 | -9.5 |

\| Print binding and finishing workers | 51-5113 | 3.4 | 38.1 | 31.4 | -6.7 | -17.5 |

\| Tailors, dressmakers, and custom sewers | 51-6052 | 3.4 | 24.6 | 23.0 | -1.6 | -6.5 |

\| Cabinetmakers and bench carpenters | 51-7011 | 3.4 | 99.7 | 97.0 | -2.7 | -2.7 |

\| Chemical plant and system operators | 51-8091 | 3.4 | 18.4 | 18.2 | -0.1 | -0.8 |

\| Separating, filtering, clarifying, precipitating, and still machine setters, operators, and tenders | 51-9012 | 3.4 | 53.4 | 54.3 | 0.9 | 1.7 |

\| Furnace, kiln, oven, drier, and kettle operators and tenders | 51-9051 | 3.4 | 15.2 | 15.5 | 0.3 | 2.0 |

\| Medical appliance technicians | 51-9082 | 3.4 | 13.0 | 13.5 | 0.5 | 3.9 |

\| Molders, shapers, and casters, except metal and plastic | 51-9195 | 3.4 | 49.2 | 51.8 | 2.6 | 5.3 |

\| Paper goods machine setters, operators, and tenders | 51-9196 | 3.4 | 95.2 | 83.3 | -11.9 | -12.5 |

\| Sailors and marine oilers | 53-5011 | 3.4 | 32.1 | 33.2 | 1.1 | 3.5 |

\| Motorboat operators | 53-5022 | 3.4 | 3.1 | 3.2 | 0.1 | 3.4 |

\| Industrial truck and tractor operators | 53-7051 | 3.4 | 770.8 | 791.9 | 21.2 | 2.7 |

\| Packers and packagers, hand | 53-7064 | 3.4 | 641.3 | 614.3 | -26.9 | -4.2 |

\| Craft artists | 27-1012 | 3.3 | 14.3 | 14.6 | 0.3 | 2.2 |

\| Dishwashers | 35-9021 | 3.3 | 475.0 | 481.9 | 6.9 | 1.4 |

\| Janitors and cleaners, except maids and housekeeping cleaners | 37-2011 | 3.3 | 2,431.6 | 2,507.3 | 75.8 | 3.1 |

\| Amusement and recreation attendants | 39-3091 | 3.3 | 381.5 | 398.6 | 17.1 | 4.5 |

\| Locker room, coatroom, and dressing room attendants | 39-3093 | 3.3 | 15.5 | 16.7 | 1.2 | 8.0 |

\| Manicurists and pedicurists | 39-5092 | 3.3 | 212.7 | 237.8 | 25.1 | 11.8 |

\| Postal service mail sorters, processors, and processing machine operators | 43-5053 | 3.3 | 111.3 | 102.5 | -8.7 | -7.9 |

\| Shipping, receiving, and inventory clerks | 43-5071 | 3.3 | 848.7 | 784.2 | -64.4 | -7.6 |

\| Office machine operators, except computer | 43-9071 | 3.3 | 29.2 | 24.8 | -4.4 | -15.1 |

\| Proofreaders and copy markers | 43-9081 | 3.3 | 6.7 | 6.5 | -0.2 | -3.4 |

\| Animal breeders | 45-2021 | 3.3 | 6.7 | 6.9 | 0.2 | 2.4 |

\| Farmworkers and laborers, crop, nursery, and greenhouse | 45-2092 | 3.3 | 497.3 | 485.4 | -11.9 | -2.4 |

\| Agricultural workers, all other[2] | 45-2099 | 3.3 | 11.0 | 11.3 | 0.3 | 2.5 |

\| Boilermakers | 47-2011 | 3.3 | 11.3 | 11.2 | -0.1 | -1.2 |

\| Floor layers, except carpet, wood, and hard tiles | 47-2042 | 3.3 | 32.8 | 36.1 | 3.3 | 10.1 |

\| Cement masons and concrete finishers | 47-2051 | 3.3 | 211.8 | 210.3 | -1.5 | -0.7 |

\| Terrazzo workers and finishers | 47-2053 | 3.3 | 1.5 | 1.4 | -0.1 | -8.4 |

\| Glaziers | 47-2121 | 3.3 | 56.5 | 58.6 | 2.1 | 3.8 |

\| Plasterers and stucco masons | 47-2161 | 3.3 | 24.1 | 24.9 | 0.8 | 3.3 |

\| Reinforcing iron and rebar workers | 47-2171 | 3.3 | 21.9 | 22.9 | 0.9 | 4.2 |

\| Helpers--brickmasons, blockmasons, stonemasons, and tile and marble setters | 47-3011 | 3.3 | 17.1 | 15.6 | -1.6 | -9.1 |

\| Septic tank servicers and sewer pipe cleaners | 47-4071 | 3.3 | 30.1 | 32.6 | 2.4 | 8.1 |

\| Rail car repairers | 49-3043 | 3.3 | 20.2 | 21.1 | 0.9 | 4.4 |

\| Refractory materials repairers, except brickmasons | 49-9045 | 3.3 | 0.6 | 0.5 | -0.1 | -17.8 |

\| Watch and clock repairers | 49-9064 | 3.3 | 1.9 | 1.9 | 0.0 | 0.0 |

\| Engine and other machine assemblers | 51-2031 | 3.3 | 49.0 | 38.6 | -10.4 | -21.3 |

\| Structural metal fabricators and fitters | 51-2041 | 3.3 | 59.3 | 50.3 | -9.1 | -15.3 |

\| Meat, poultry, and fish cutters and trimmers | 51-3022 | 3.3 | 141.1 | 147.7 | 6.6 | 4.7 |

\| Slaughterers and meat packers | 51-3023 | 3.3 | 72.8 | 73.8 | 1.0 | 1.4 |

\| Food and tobacco roasting, baking, and drying machine operators and tenders | 51-3091 | 3.3 | 19.6 | 20.0 | 0.4 | 2.2 |

\| Grinding, lapping, polishing, and buffing machine tool setters, operators, and tenders, metal and plastic | 51-4033 | 3.3 | 76.3 | 68.1 | -8.2 | -10.7 |

\| Foundry mold and coremakers | 51-4071 | 3.3 | 11.8 | 8.9 | -2.9 | -24.6 |

\| Molding, coremaking, and casting machine setters, operators, and tenders, metal and plastic | 51-4072 | 3.3 | 158.8 | 154.9 | -3.9 | -2.5 |

\| Heat treating equipment setters, operators, and tenders, metal and plastic | 51-4191 | 3.3 | 15.2 | 13.8 | -1.4 | -9.5 |

\| Plating machine setters, operators, and tenders, metal and plastic | 51-4193 | 3.3 | 32.4 | 28.8 | -3.6 | -11.1 |

\| Tool grinders, filers, and sharpeners | 51-4194 | 3.3 | 6.8 | 6.3 | -0.5 | -7.8 |

\| Metal workers and plastic workers, all other[2] | 51-4199 | 3.3 | 20.7 | 19.2 | -1.4 | -6.9 |

\| Pressers, textile, garment, and related materials | 51-6021 | 3.3 | 29.3 | 25.8 | -3.5 | -12.0 |

\| Textile cutting machine setters, operators, and tenders | 51-6062 | 3.3 | 9.9 | 8.7 | -1.2 | -11.7 |

\| Textile winding, twisting, and drawing out machine setters, operators, and tenders | 51-6064 | 3.3 | 24.1 | 22.0 | -2.1 | -8.8 |

\| Upholsterers | 51-6093 | 3.3 | 30.7 | 30.1 | -0.6 | -2.0 |

\| Furniture finishers | 51-7021 | 3.3 | 18.2 | 17.9 | -0.3 | -1.6 |

\| Sawing machine setters, operators, and tenders, wood | 51-7041 | 3.3 | 45.6 | 45.3 | -0.2 | -0.5 |

\| Woodworkers, all other[2] | 51-7099 | 3.3 | 15.1 | 13.1 | -2.0 | -13.5 |

\| Crushing, grinding, and polishing machine setters, operators, and tenders | 51-9021 | 3.3 | 26.5 | 26.3 | -0.3 | -1.0 |

\| Packaging and filling machine operators and tenders | 51-9111 | 3.3 | 367.9 | 392.5 | 24.6 | 6.7 |

\| Adhesive bonding machine operators and tenders | 51-9191 | 3.3 | 12.5 | 12.4 | -0.1 | -0.5 |

\| Etchers and engravers | 51-9194 | 3.3 | 11.7 | 11.9 | 0.3 | 2.3 |

\| Bridge and lock tenders | 53-6011 | 3.3 | 3.6 | 3.6 | 0.0 | 0.5 |

\| Hoist and winch operators | 53-7041 | 3.3 | 2.7 | 2.7 | 0.0 | -0.5 |

\| Motion picture projectionists | 39-3021 | 3.2 | 2.6 | 2.5 | -0.1 | -5.0 |

\| Door-to-door sales workers, news and street vendors, and related workers | 41-9091 | 3.2 | 32.4 | 27.7 | -4.8 | -14.6 |

\| Postal service mail carriers | 43-5052 | 3.2 | 316.7 | 307.1 | -9.5 | -3.0 |

\| Agricultural equipment operators | 45-2091 | 3.2 | 62.7 | 68.0 | 5.3 | 8.4 |

\| Fishing and hunting workers | 45-3031 | 3.2 | 25.5 | 25.3 | -0.2 | -0.7 |

\| Fallers | 45-4021 | 3.2 | 6.9 | 6.3 | -0.6 | -8.4 |

\| Construction laborers | 47-2061 | 3.2 | 1,401.2 | 1,516.6 | 115.4 | 8.2 |

\| Insulation workers, floor, ceiling, and wall | 47-2131 | 3.2 | 39.1 | 40.2 | 1.0 | 2.7 |

\| Fence erectors | 47-4031 | 3.2 | 24.3 | 25.5 | 1.2 | 4.8 |

\| Highway maintenance workers | 47-4051 | 3.2 | 160.4 | 166.5 | 6.1 | 3.8 |

\| Electrical, electronic, and electromechanical assemblers, except coil winders, tapers, and finishers | 51-2028 | 3.2 | 271.1 | 290.6 | 19.5 | 7.2 |

\| Timing device assemblers and adjusters | 51-2061 | 3.2 | 0.4 | 0.3 | -0.1 | -16.3 |

\| Cutting, punching, and press machine setters, operators, and tenders, metal and plastic | 51-4031 | 3.2 | 181.3 | 161.0 | -20.3 | -11.2 |

\| Pourers and casters, metal | 51-4052 | 3.2 | 5.6 | 5.2 | -0.4 | -6.7 |

\| Welding, soldering, and brazing machine setters, operators, and tenders | 51-4122 | 3.2 | 35.6 | 32.5 | -3.2 | -8.9 |

\| Sewers, hand | 51-6051 | 3.2 | 5.6 | 4.9 | -0.7 | -12.2 |

\| Textile, apparel, and furnishings workers, all other[2] | 51-6099 | 3.2 | 15.6 | 14.1 | -1.5 | -9.5 |

\| Cutting and slicing machine setters, operators, and tenders | 51-9032 | 3.2 | 52.5 | 51.1 | -1.4 | -2.7 |

\| Cleaning, washing, and metal pickling equipment operators and tenders | 51-9192 | 3.2 | 15.8 | 16.6 | 0.7 | 4.5 |

\| Tire builders | 51-9197 | 3.2 | 20.7 | 21.3 | 0.6 | 3.1 |

\| Helpers--production workers | 51-9198 | 3.2 | 183.5 | 168.4 | -15.2 | -8.3 |

\| Parking attendants | 53-6021 | 3.2 | 120.9 | 127.3 | 6.4 | 5.3 |

\| Dredge operators | 53-7031 | 3.2 | 1.2 | 1.2 | 0.0 | 2.1 |

\| Cleaners of vehicles and equipment | 53-7061 | 3.2 | 402.7 | 420.6 | 17.8 | 4.4 |

\| Laborers and freight, stock, and material movers, hand | 53-7062 | 3.2 | 3,004.8 | 3,130.6 | 125.7 | 4.2 |

\| Stockers and order fillers | 53-7065 | 3.2 | 2,864.7 | 3,033.3 | 168.6 | 5.9 |

\| Pump operators, except wellhead pumpers | 53-7072 | 3.2 | 11.7 | 12.3 | 0.6 | 5.0 |

\| Material moving workers, all other[2] | 53-7199 | 3.2 | 26.5 | 27.6 | 1.2 | 4.4 |

\| Cooks, fast food | 35-2011 | 3.1 | 682.2 | 588.5 | -93.7 | -13.7 |

\| Stonemasons | 47-2022 | 3.1 | 12.4 | 12.0 | -0.4 | -3.6 |

\| Drywall and ceiling tile installers | 47-2081 | 3.1 | 116.6 | 120.4 | 3.8 | 3.3 |

\| Helpers--painters, paperhangers, plasterers, and stucco masons | 47-3014 | 3.1 | 7.8 | 8.0 | 0.1 | 1.9 |

\| Loading and moving machine operators, underground mining | 47-5044 | 3.1 | 5.3 | 4.1 | -1.2 | -22.9 |

\| Roustabouts, oil and gas | 47-5071 | 3.1 | 46.0 | 48.6 | 2.5 | 5.5 |

\| Welders, cutters, solderers, and brazers | 51-4121 | 3.1 | 454.5 | 463.8 | 9.3 | 2.0 |

\| Laundry and dry-cleaning workers | 51-6011 | 3.1 | 195.4 | 206.2 | 10.8 | 5.5 |

\| Sewing machine operators | 51-6031 | 3.1 | 128.7 | 111.8 | -17.0 | -13.2 |

\| Woodworking machine setters, operators, and tenders, except sawing | 51-7042 | 3.1 | 60.6 | 59.3 | -1.3 | -2.2 |

\| Mixing and blending machine setters, operators, and tenders | 51-9023 | 3.1 | 107.8 | 112.4 | 4.7 | 4.3 |

\| Farm labor contractors | 13-1074 | 3.0 | 1.5 | 1.6 | 0.1 | 6.6 |

\| Couriers and messengers | 43-5021 | 3.0 | 225.5 | 244.3 | 18.8 | 8.3 |

\| Textile bleaching and dyeing machine operators and tenders | 51-6061 | 3.0 | 6.9 | 6.1 | -0.7 | -10.3 |

\| Models | 41-9012 | 2.9 | 3.6 | 3.6 | 0.0 | -0.4 |

\| Rock splitters, quarry | 47-5051 | 2.9 | 3.7 | 3.8 | 0.1 | 2.8 |

\| Shoe and leather workers and repairers | 51-6041 | 2.9 | 9.4 | 8.3 | -1.1 | -11.9 |

\| Painting, coating, and decorating workers | 51-9123 | 2.9 | 11.4 | 11.6 | 0.2 | 1.5 |

\| Machine feeders and offbearers | 53-7063 | 2.9 | 43.8 | 38.2 | -5.6 | -12.7 |

\| Graders and sorters, agricultural products | 45-2041 | 2.8 | 32.2 | 30.6 | -1.5 | -4.7 |

\| Tapers | 47-2082 | 2.8 | 20.0 | 19.8 | -0.1 | -0.7 |

\| Cutters and trimmers, hand | 51-9031 | 2.7 | 6.9 | 5.6 | -1.3 | -18.4 |

\| Refuse and recyclable material collectors | 53-7081 | 2.7 | 148.4 | 151.9 | 3.5 | 2.3 |

\| Footnotes: [1] Skills scores range from 1.0 (Not important) to 5.0 (Extremely important). More information can be found on the EP definitions page: https://www.bls.gov/emp/documentation/definitions.htm. [2] Skills information from similar O*NET-SOC occupation(s) imputed for this occupation. More information can be found in the following file: Crosswalk of O*NET-SOC occupations to National Employment Matrix occupations for skills mapping.xlsx. Source: Employment Projections program, U.S. Bureau of Labor Statistics | | | | | | |

**Last Modified Date:**August 29, 2024

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    "title": "Creativity and Innovation: U.S. Bureau of Labor Statistics",
    "description": "",
    "source": "www.bls.gov",
    "link": "https://www.bls.gov/emp/skills/creativity-and-innovation.htm",
    "date": "2024-08-29",
    "text": [

1COL CMS LAYOUT COL1 ENDno_index_endOneColHeadBasic EndEmployment ProjectionsSHARE ON:[Bureau of Labor Statistics](https://www.bls.gov)>[Employment Projections](/emp/)>Home

- [Employment Projections](/emp/)

- Home

## Creativity and innovation

Uses imagination to develop new insights in situations and applies innovative solutions to problems; designs, creates, and implements cutting-edge processes, ideas, or products, including artistic contributions.

Other available formats: ([XLSX](/emp/skills/skills.xlsx))

| 2023 National Employment Matrix title | 2023 National Employment Matrix code | Skill score[1] | Employment, 2023 | Employment, 2033 | Employment change, numeric, 2023–33 | Employment change, percent, 2023–33 |

\| --- | --- | --- | --- | --- | --- | --- |

\| Set and exhibit designers | 27-1027 | 4.6 | 29.6 | 31.1 | 1.5 | 5.1 |

\| Choreographers | 27-2032 | 4.6 | 5.4 | 5.7 | 0.3 | 5.3 |

\| Art, drama, and music teachers, postsecondary | 25-1121 | 4.4 | 127.4 | 130.9 | 3.5 | 2.7 |

\| Art directors | 27-1011 | 4.4 | 126.6 | 133.2 | 6.6 | 5.2 |

\| Graphic designers | 27-1024 | 4.4 | 267.2 | 273.8 | 6.6 | 2.5 |

\| Interior designers | 27-1025 | 4.3 | 92.2 | 95.9 | 3.7 | 4.0 |

\| Music directors and composers | 27-2041 | 4.3 | 50.3 | 51.6 | 1.4 | 2.7 |

\| Craft artists | 27-1012 | 4.2 | 14.3 | 14.6 | 0.3 | 2.2 |

\| Fine artists, including painters, sculptors, and illustrators | 27-1013 | 4.2 | 26.3 | 27.4 | 1.1 | 4.0 |

\| Artists and related workers, all other[2] | 27-1019 | 4.2 | 13.4 | 13.8 | 0.4 | 3.3 |

\| Actors | 27-2011 | 4.2 | 76.0 | 79.5 | 3.5 | 4.5 |

\| Film and video editors | 27-4032 | 4.2 | 47.2 | 49.4 | 2.2 | 4.7 |

\| Landscape architects | 17-1012 | 4.0 | 24.7 | 25.8 | 1.2 | 4.7 |

\| Fashion designers | 27-1022 | 4.0 | 21.9 | 22.9 | 1.0 | 4.7 |

\| Designers, all other[2] | 27-1029 | 4.0 | 30.4 | 31.3 | 0.9 | 3.0 |

\| Architects, except landscape and naval | 17-1011 | 3.9 | 127.3 | 137.2 | 9.9 | 7.8 |

\| Curators | 25-4012 | 3.9 | 14.2 | 16.0 | 1.7 | 12.2 |

\| Photographers | 27-4021 | 3.9 | 151.1 | 156.9 | 5.8 | 3.9 |

\| Makeup artists, theatrical and performance | 39-5091 | 3.9 | 7.4 | 8.1 | 0.7 | 9.4 |

\| Architecture teachers, postsecondary | 25-1031 | 3.8 | 10.7 | 11.0 | 0.3 | 3.2 |

\| Communications teachers, postsecondary | 25-1122 | 3.8 | 35.0 | 36.2 | 1.2 | 3.3 |

\| Producers and directors | 27-2012 | 3.8 | 167.9 | 181.5 | 13.5 | 8.0 |

\| Sound engineering technicians | 27-4014 | 3.8 | 18.0 | 17.9 | -0.1 | -0.5 |

\| Special effects artists and animators | 27-1014 | 3.7 | 73.3 | 76.4 | 3.2 | 4.3 |

\| Dancers | 27-2031 | 3.7 | 15.2 | 16.2 | 1.0 | 6.7 |

\| Musicians and singers | 27-2042 | 3.7 | 169.3 | 172.8 | 3.5 | 2.1 |

\| Disc jockeys, except radio[2] | 27-2091 | 3.7 | 21.0 | 22.1 | 1.1 | 5.1 |

\| Broadcast announcers and radio disc jockeys | 27-3011 | 3.7 | 26.5 | 25.4 | -1.1 | -4.0 |

\| Media and communication equipment workers, all other[2] | 27-4099 | 3.7 | 13.3 | 13.7 | 0.5 | 3.4 |

\| Costume attendants | 39-3092 | 3.7 | 6.5 | 7.0 | 0.5 | 7.1 |

\| Agents and business managers of artists, performers, and athletes | 13-1011 | 3.6 | 18.6 | 20.4 | 1.7 | 9.2 |

\| Biochemists and biophysicists | 19-1021 | 3.6 | 35.7 | 39.0 | 3.2 | 9.0 |

\| Clergy | 21-2011 | 3.6 | 260.1 | 266.7 | 6.5 | 2.5 |

\| Area, ethnic, and cultural studies teachers, postsecondary | 25-1062 | 3.6 | 14.7 | 15.3 | 0.5 | 3.6 |

\| English language and literature teachers, postsecondary | 25-1123 | 3.6 | 70.1 | 70.9 | 0.8 | 1.1 |

\| Kindergarten teachers, except special education | 25-2012 | 3.6 | 122.7 | 121.8 | -0.8 | -0.7 |

\| Secondary school teachers, except special and career/technical education | 25-2031 | 3.6 | 1,071.4 | 1,064.5 | -6.9 | -0.6 |

\| Museum technicians and conservators | 25-4013 | 3.6 | 14.4 | 16.0 | 1.6 | 10.7 |

\| Entertainers and performers, sports and related workers, all other[2] | 27-2099 | 3.6 | 35.7 | 38.3 | 2.6 | 7.3 |

\| Audio and video technicians | 27-4011 | 3.6 | 87.3 | 91.9 | 4.6 | 5.3 |

\| Recreational therapists | 29-1125 | 3.6 | 16.6 | 17.3 | 0.7 | 4.3 |

\| Chief executives | 11-1011 | 3.5 | 313.9 | 331.1 | 17.2 | 5.5 |

\| Legislators[2] | 11-1031 | 3.5 | 33.7 | 35.0 | 1.4 | 4.1 |

\| Advertising and promotions managers | 11-2011 | 3.5 | 22.2 | 21.7 | -0.6 | -2.6 |

\| Education administrators, kindergarten through secondary | 11-9032 | 3.5 | 316.6 | 315.0 | -1.6 | -0.5 |

\| Entertainment and recreation managers, except gambling[2] | 11-9072 | 3.5 | 35.8 | 39.7 | 3.9 | 10.8 |

\| Meeting, convention, and event planners | 13-1121 | 3.5 | 149.0 | 158.9 | 9.9 | 6.6 |

\| Software developers[2] | 15-1252 | 3.5 | 1,692.1 | 1,995.7 | 303.7 | 17.9 |

\| Physicists | 19-2012 | 3.5 | 21.1 | 22.6 | 1.5 | 7.2 |

\| Religious workers, all other[2] | 21-2099 | 3.5 | 83.8 | 85.7 | 1.9 | 2.2 |

\| Foreign language and literature teachers, postsecondary | 25-1124 | 3.5 | 26.1 | 26.4 | 0.3 | 1.0 |

\| History teachers, postsecondary | 25-1125 | 3.5 | 25.8 | 26.0 | 0.2 | 0.9 |

\| Elementary school teachers, except special education | 25-2021 | 3.5 | 1,441.0 | 1,430.4 | -10.7 | -0.7 |

\| Middle school teachers, except special and career/technical education | 25-2022 | 3.5 | 640.0 | 635.3 | -4.7 | -0.7 |

\| Chefs and head cooks | 35-1011 | 3.5 | 187.1 | 202.6 | 15.5 | 8.3 |

\| Recreation workers | 39-9032 | 3.5 | 300.0 | 316.5 | 16.5 | 5.5 |

\| Desktop publishers | 43-9031 | 3.5 | 6.4 | 5.6 | -0.9 | -13.4 |

\| Marketing managers | 11-2021 | 3.4 | 389.1 | 420.8 | 31.7 | 8.2 |

\| Sales managers | 11-2022 | 3.4 | 584.8 | 619.1 | 34.3 | 5.9 |

\| Education administrators, postsecondary | 11-9033 | 3.4 | 216.4 | 222.7 | 6.2 | 2.9 |

\| Education administrators, all other[2] | 11-9039 | 3.4 | 57.7 | 59.1 | 1.4 | 2.5 |

\| Architectural and engineering managers | 11-9041 | 3.4 | 210.2 | 221.8 | 11.6 | 5.5 |

\| Web developers | 15-1254 | 3.4 | 94.1 | 102.5 | 8.5 | 9.0 |

\| Web and digital interface designers[2] | 15-1255 | 3.4 | 128.6 | 138.8 | 10.2 | 7.9 |

\| Operations research analysts | 15-2031 | 3.4 | 123.3 | 151.6 | 28.3 | 23.0 |

\| Bioengineers and biomedical engineers | 17-2031 | 3.4 | 19.7 | 21.2 | 1.5 | 7.4 |

\| Astronomers | 19-2011 | 3.4 | 2.4 | 2.6 | 0.2 | 7.4 |

\| Historians | 19-3093 | 3.4 | 3.4 | 3.6 | 0.2 | 5.7 |

\| Engineering teachers, postsecondary | 25-1032 | 3.4 | 48.8 | 53.3 | 4.5 | 9.2 |

\| Anthropology and archeology teachers, postsecondary | 25-1061 | 3.4 | 6.3 | 6.5 | 0.2 | 3.8 |

\| Preschool teachers, except special education | 25-2011 | 3.4 | 528.5 | 551.8 | 23.3 | 4.4 |

\| Special education teachers, middle school | 25-2057 | 3.4 | 88.6 | 87.8 | -0.8 | -0.9 |

\| Instructional coordinators | 25-9031 | 3.4 | 225.2 | 229.3 | 4.1 | 1.8 |

\| Commercial and industrial designers | 27-1021 | 3.4 | 34.0 | 35.1 | 1.1 | 3.1 |

\| Floral designers | 27-1023 | 3.4 | 53.7 | 48.1 | -5.6 | -10.4 |

\| Merchandise displayers and window trimmers | 27-1026 | 3.4 | 176.4 | 184.7 | 8.4 | 4.8 |

\| Fabric and apparel patternmakers | 51-6092 | 3.4 | 2.7 | 2.4 | -0.3 | -11.7 |

\| Jewelers and precious stone and metal workers | 51-9071 | 3.4 | 46.2 | 44.5 | -1.7 | -3.7 |

\| Public relations managers[2] | 11-2032 | 3.3 | 78.4 | 83.8 | 5.4 | 6.9 |

\| Education and childcare administrators, preschool and daycare | 11-9031 | 3.3 | 80.9 | 79.2 | -1.7 | -2.1 |

\| Social and community service managers | 11-9151 | 3.3 | 199.5 | 215.9 | 16.4 | 8.2 |

\| Computer and information research scientists | 15-1221 | 3.3 | 36.6 | 46.0 | 9.4 | 25.6 |

\| Mathematicians | 15-2021 | 3.3 | 2.5 | 2.5 | 0.1 | 3.7 |

\| Chemical engineers | 17-2041 | 3.3 | 21.4 | 23.5 | 2.1 | 9.8 |

\| Computer hardware engineers | 17-2061 | 3.3 | 84.1 | 90.2 | 6.1 | 7.2 |

\| Materials engineers | 17-2131 | 3.3 | 25.0 | 26.9 | 1.8 | 7.4 |

\| Soil and plant scientists | 19-1013 | 3.3 | 20.3 | 21.7 | 1.5 | 7.2 |

\| Epidemiologists | 19-1041 | 3.3 | 11.0 | 13.1 | 2.1 | 18.8 |

\| Medical scientists, except epidemiologists | 19-1042 | 3.3 | 146.6 | 163.4 | 16.8 | 11.5 |

\| Materials scientists | 19-2032 | 3.3 | 9.2 | 10.0 | 0.8 | 8.7 |

\| Sociologists | 19-3041 | 3.3 | 3.3 | 3.6 | 0.2 | 6.9 |

\| Directors, religious activities and education | 21-2021 | 3.3 | 155.9 | 159.4 | 3.5 | 2.2 |

\| Computer science teachers, postsecondary | 25-1021 | 3.3 | 45.0 | 47.7 | 2.7 | 6.1 |

\| Agricultural sciences teachers, postsecondary | 25-1041 | 3.3 | 9.5 | 9.9 | 0.5 | 4.8 |

\| Biological science teachers, postsecondary | 25-1042 | 3.3 | 64.9 | 70.3 | 5.4 | 8.4 |

\| Environmental science teachers, postsecondary | 25-1053 | 3.3 | 9.1 | 9.4 | 0.4 | 3.9 |

\| Geography teachers, postsecondary | 25-1064 | 3.3 | 4.3 | 4.5 | 0.2 | 4.3 |

\| Postsecondary teachers, all other[2] | 25-1199 | 3.3 | 202.5 | 209.0 | 6.5 | 3.2 |

\| Career/technical education teachers, middle school | 25-2023 | 3.3 | 12.2 | 12.1 | -0.1 | -0.9 |

\| Career/technical education teachers, secondary school | 25-2032 | 3.3 | 89.6 | 88.9 | -0.7 | -0.8 |

\| Special education teachers, kindergarten and elementary school[2] | 25-2052 | 3.3 | 212.7 | 211.2 | -1.6 | -0.7 |

\| Special education teachers, secondary school | 25-2058 | 3.3 | 159.5 | 158.6 | -0.9 | -0.6 |

\| Special education teachers, all other[2] | 25-2059 | 3.3 | 45.1 | 46.0 | 1.0 | 2.1 |

\| Self-enrichment teachers | 25-3021 | 3.3 | 370.1 | 382.8 | 12.7 | 3.4 |

\| News analysts, reporters, and journalists | 27-3023 | 3.3 | 49.8 | 48.4 | -1.4 | -2.7 |

\| Public relations specialists | 27-3031 | 3.3 | 308.0 | 327.2 | 19.2 | 6.2 |

\| Editors | 27-3041 | 3.3 | 114.2 | 111.9 | -2.3 | -2.0 |

\| Writers and authors | 27-3043 | 3.3 | 150.7 | 158.4 | 7.7 | 5.1 |

\| Camera operators, television, video, and film | 27-4031 | 3.3 | 38.2 | 38.9 | 0.7 | 1.9 |

\| Prosthodontists | 29-1024 | 3.3 | 0.7 | 0.7 | 0.0 | 3.5 |

\| Occupational therapists | 29-1122 | 3.3 | 150.5 | 167.3 | 16.8 | 11.1 |

\| Orthotists and prosthetists | 29-2091 | 3.3 | 9.1 | 10.4 | 1.4 | 15.1 |

\| Occupational therapy assistants | 31-2011 | 3.3 | 47.5 | 58.1 | 10.6 | 22.3 |

\| Concierges | 39-6012 | 3.3 | 41.8 | 44.0 | 2.3 | 5.4 |

\| Advertising sales agents | 41-3011 | 3.3 | 111.6 | 104.2 | -7.4 | -6.6 |

\| Musical instrument repairers and tuners | 49-9063 | 3.3 | 6.3 | 6.4 | 0.1 | 1.5 |

\| Sewers, hand | 51-6051 | 3.3 | 5.6 | 4.9 | -0.7 | -12.2 |

\| Fundraising managers[2] | 11-2033 | 3.2 | 38.2 | 40.5 | 2.3 | 5.9 |

\| Training and development managers | 11-3131 | 3.2 | 43.2 | 46.4 | 3.2 | 7.3 |

\| Lodging managers | 11-9081 | 3.2 | 53.3 | 58.6 | 5.3 | 9.9 |

\| Management analysts | 13-1111 | 3.2 | 1,018.3 | 1,126.2 | 107.9 | 10.6 |

\| Fundraisers | 13-1131 | 3.2 | 125.9 | 133.3 | 7.4 | 5.9 |

\| Training and development specialists | 13-1151 | 3.2 | 420.1 | 468.6 | 48.5 | 11.5 |

\| Market research analysts and marketing specialists | 13-1161 | 3.2 | 903.4 | 978.3 | 74.9 | 8.3 |

\| Computer programmers | 15-1251 | 3.2 | 139.4 | 126.0 | -13.4 | -9.6 |

\| Aerospace engineers | 17-2011 | 3.2 | 68.9 | 73.0 | 4.1 | 6.0 |

\| Agricultural engineers | 17-2021 | 3.2 | 1.9 | 2.0 | 0.1 | 7.8 |

\| Mechanical engineers | 17-2141 | 3.2 | 291.9 | 323.9 | 32.1 | 11.0 |

\| Animal scientists | 19-1011 | 3.2 | 2.5 | 2.7 | 0.2 | 7.9 |

\| Food scientists and technologists | 19-1012 | 3.2 | 14.5 | 15.7 | 1.3 | 8.9 |

\| Biological scientists, all other[2] | 19-1029 | 3.2 | 66.8 | 70.6 | 3.8 | 5.6 |

\| Life scientists, all other[2] | 19-1099 | 3.2 | 8.0 | 8.5 | 0.5 | 6.5 |

\| Health education specialists | 21-1091 | 3.2 | 62.1 | 66.4 | 4.3 | 7.0 |

\| Community health workers | 21-1094 | 3.2 | 63.4 | 71.7 | 8.3 | 13.1 |

\| Forestry and conservation science teachers, postsecondary | 25-1043 | 3.2 | 1.6 | 1.7 | 0.1 | 5.0 |

\| Political science teachers, postsecondary | 25-1065 | 3.2 | 21.7 | 22.4 | 0.7 | 3.3 |

\| Psychology teachers, postsecondary | 25-1066 | 3.2 | 51.1 | 53.6 | 2.6 | 5.0 |

\| Sociology teachers, postsecondary | 25-1067 | 3.2 | 16.1 | 16.6 | 0.5 | 3.4 |

\| Social sciences teachers, postsecondary, all other[2] | 25-1069 | 3.2 | 20.3 | 20.8 | 0.6 | 2.7 |

\| Health specialties teachers, postsecondary | 25-1071 | 3.2 | 284.2 | 337.5 | 53.3 | 18.8 |

\| Library science teachers, postsecondary | 25-1082 | 3.2 | 5.3 | 5.5 | 0.2 | 4.2 |

\| Social work teachers, postsecondary | 25-1113 | 3.2 | 15.1 | 15.7 | 0.5 | 3.6 |

\| Recreation and fitness studies teachers, postsecondary | 25-1193 | 3.2 | 16.2 | 16.7 | 0.6 | 3.4 |

\| Adult basic education, adult secondary education, and english as a second language instructors | 25-3011 | 3.2 | 41.7 | 36.4 | -5.3 | -12.7 |

\| Teaching assistants, except postsecondary[2] | 25-9045 | 3.2 | 1,389.2 | 1,381.0 | -8.2 | -0.6 |

\| Educational instruction and library workers, all other[2] | 25-9099 | 3.2 | 127.2 | 129.7 | 2.5 | 2.0 |

\| Coaches and scouts | 27-2022 | 3.2 | 307.1 | 334.0 | 26.9 | 8.8 |

\| Media and communication workers, all other[2] | 27-3099 | 3.2 | 27.0 | 29.1 | 2.2 | 8.0 |

\| Hairdressers, hairstylists, and cosmetologists | 39-5012 | 3.2 | 571.1 | 611.4 | 40.3 | 7.1 |

\| Sales representatives, wholesale and manufacturing, except technical and scientific products | 41-4012 | 3.2 | 1,356.1 | 1,366.1 | 10.0 | 0.7 |

\| Model makers, wood | 51-7031 | 3.2 | 1.1 | 1.0 | -0.1 | -12.8 |

\| Dental laboratory technicians | 51-9081 | 3.2 | 35.1 | 33.7 | -1.5 | -4.2 |

\| General and operations managers | 11-1021 | 3.1 | 3,630.1 | 3,840.5 | 210.4 | 5.8 |

\| Facilities managers[2] | 11-3013 | 3.1 | 140.5 | 147.9 | 7.4 | 5.3 |

\| Purchasing managers | 11-3061 | 3.1 | 81.3 | 85.4 | 4.1 | 5.1 |

\| Emergency management directors | 11-9161 | 3.1 | 12.4 | 12.9 | 0.5 | 4.0 |

\| Computer occupations, all other[2] | 15-1299 | 3.1 | 470.9 | 522.0 | 51.1 | 10.8 |

\| Electrical engineers | 17-2071 | 3.1 | 189.1 | 206.3 | 17.2 | 9.1 |

\| Electronics engineers, except computer | 17-2072 | 3.1 | 98.7 | 107.6 | 8.9 | 9.1 |

\| Industrial engineers | 17-2112 | 3.1 | 336.6 | 377.5 | 40.9 | 12.2 |

\| Petroleum engineers | 17-2171 | 3.1 | 20.8 | 21.3 | 0.5 | 2.4 |

\| Engineers, all other[2] | 17-2199 | 3.1 | 161.1 | 169.2 | 8.0 | 5.0 |

\| Architectural and civil drafters | 17-3011 | 3.1 | 112.3 | 113.6 | 1.3 | 1.1 |

\| Mechanical drafters | 17-3013 | 3.1 | 50.4 | 47.9 | -2.5 | -4.9 |

\| Geoscientists, except hydrologists and geographers | 19-2042 | 3.1 | 26.0 | 27.4 | 1.4 | 5.5 |

\| Economists | 19-3011 | 3.1 | 17.5 | 18.4 | 0.9 | 5.1 |

\| Industrial-organizational psychologists | 19-3032 | 3.1 | 8.6 | 9.1 | 0.5 | 5.8 |

\| Urban and regional planners | 19-3051 | 3.1 | 45.2 | 47.1 | 2.0 | 4.3 |

\| Anthropologists and archeologists | 19-3091 | 3.1 | 8.7 | 9.3 | 0.7 | 7.8 |

\| Political scientists | 19-3094 | 3.1 | 6.2 | 6.3 | 0.2 | 2.6 |

\| Marriage and family therapists | 21-1013 | 3.1 | 76.0 | 88.2 | 12.3 | 16.2 |

\| Substance abuse, behavioral disorder, and mental health counselors | 21-1018 | 3.1 | 449.8 | 534.3 | 84.5 | 18.8 |

\| Mental health and substance abuse social workers | 21-1023 | 3.1 | 123.7 | 138.1 | 14.4 | 11.6 |

\| Atmospheric, earth, marine, and space sciences teachers, postsecondary | 25-1051 | 3.1 | 14.4 | 15.0 | 0.5 | 3.8 |

\| Chemistry teachers, postsecondary | 25-1052 | 3.1 | 25.4 | 26.2 | 0.9 | 3.4 |

\| Physics teachers, postsecondary | 25-1054 | 3.1 | 17.7 | 18.4 | 0.7 | 3.7 |

\| Economics teachers, postsecondary | 25-1063 | 3.1 | 15.5 | 16.0 | 0.5 | 3.5 |

\| Nursing instructors and teachers, postsecondary | 25-1072 | 3.1 | 89.9 | 105.9 | 16.1 | 17.9 |

\| Education teachers, postsecondary | 25-1081 | 3.1 | 77.2 | 79.7 | 2.5 | 3.3 |

\| Law teachers, postsecondary | 25-1112 | 3.1 | 19.0 | 19.4 | 0.4 | 2.2 |

\| Philosophy and religion teachers, postsecondary | 25-1126 | 3.1 | 26.4 | 27.0 | 0.5 | 2.0 |

\| Substitute teachers, short-term[2] | 25-3031 | 3.1 | 473.3 | 489.2 | 15.9 | 3.4 |

\| Tutors | 25-3041 | 3.1 | 195.1 | 196.4 | 1.3 | 0.7 |

\| Teachers and instructors, all other[2] | 25-3099 | 3.1 | 143.5 | 145.5 | 1.9 | 1.4 |

\| Librarians and media collections specialists | 25-4022 | 3.1 | 142.2 | 146.4 | 4.2 | 2.9 |

\| Farm and home management educators | 25-9021 | 3.1 | 9.8 | 9.7 | -0.2 | -1.7 |

\| Teaching assistants, postsecondary | 25-9044 | 3.1 | 184.6 | 192.1 | 7.4 | 4.0 |

\| Oral and maxillofacial surgeons | 29-1022 | 3.1 | 4.8 | 5.0 | 0.2 | 3.3 |

\| Speech-language pathologists | 29-1127 | 3.1 | 180.8 | 214.1 | 33.3 | 18.4 |

\| Dietetic technicians | 29-2051 | 3.1 | 25.0 | 26.1 | 1.1 | 4.3 |

\| Security guards | 33-9032 | 3.1 | 1,229.6 | 1,256.3 | 26.6 | 2.2 |

\| Exercise trainers and group fitness instructors | 39-9031 | 3.1 | 350.1 | 397.7 | 47.5 | 13.6 |

\| Personal care and service workers, all other[2] | 39-9099 | 3.1 | 93.1 | 104.4 | 11.3 | 12.1 |

\| Sales engineers | 41-9031 | 3.1 | 59.7 | 63.4 | 3.7 | 6.3 |

\| Manufactured building and mobile home installers | 49-9095 | 3.1 | 3.3 | 2.7 | -0.6 | -19.6 |

\| Prepress technicians and workers | 51-5111 | 3.1 | 23.3 | 19.0 | -4.3 | -18.5 |

\| Grinding and polishing workers, hand | 51-9022 | 3.1 | 12.5 | 10.3 | -2.2 | -17.8 |

\| Computer and information systems managers | 11-3021 | 3.0 | 613.5 | 720.4 | 106.9 | 17.4 |

\| Human resources managers | 11-3121 | 3.0 | 208.9 | 222.5 | 13.5 | 6.5 |

\| Farmers, ranchers, and other agricultural managers | 11-9013 | 3.0 | 856.6 | 842.9 | -13.8 | -1.6 |

\| Medical and health services managers | 11-9111 | 3.0 | 562.7 | 723.3 | 160.6 | 28.5 |

\| Natural sciences managers | 11-9121 | 3.0 | 100.1 | 107.6 | 7.5 | 7.5 |

\| Managers, all other[2] | 11-9199 | 3.0 | 1,282.5 | 1,356.2 | 73.7 | 5.7 |

\| Project management specialists[2] | 13-1082 | 3.0 | 973.6 | 1,043.4 | 69.9 | 7.2 |

\| Business operations specialists, all other[2] | 13-1199 | 3.0 | 1,181.5 | 1,245.3 | 63.8 | 5.4 |

\| Financial risk specialists[2] | 13-2054 | 3.0 | 57.5 | 62.3 | 4.8 | 8.4 |

\| Mathematical science occupations, all other[2] | 15-2099 | 3.0 | 4.6 | 4.9 | 0.3 | 6.9 |

\| Marine engineers and naval architects | 17-2121 | 3.0 | 10.1 | 11.0 | 0.8 | 8.0 |

\| Drafters, all other[2] | 17-3019 | 3.0 | 18.5 | 17.4 | -1.1 | -5.7 |

\| Industrial engineering technologists and technicians | 17-3026 | 3.0 | 74.5 | 77.6 | 3.0 | 4.1 |

\| Zoologists and wildlife biologists | 19-1023 | 3.0 | 18.8 | 19.6 | 0.8 | 4.4 |

\| Hydrologists | 19-2043 | 3.0 | 6.5 | 6.7 | 0.2 | 2.8 |

\| Clinical and counseling psychologists | 19-3033 | 3.0 | 76.8 | 87.0 | 10.2 | 13.3 |

\| Geographers | 19-3092 | 3.0 | 1.6 | 1.7 | 0.0 | 2.5 |

\| Social scientists and related workers, all other[2] | 19-3099 | 3.0 | 39.2 | 40.6 | 1.3 | 3.4 |

\| Hydrologic technicians[2] | 19-4044 | 3.0 | 3.2 | 3.3 | 0.1 | 2.4 |

\| Educational, guidance, and career counselors and advisors | 21-1012 | 3.0 | 360.8 | 377.0 | 16.2 | 4.5 |

\| Counselors, all other[2] | 21-1019 | 3.0 | 65.9 | 75.4 | 9.5 | 14.4 |

\| Child, family, and school social workers | 21-1021 | 3.0 | 365.9 | 383.8 | 17.9 | 4.9 |

\| Social workers, all other[2] | 21-1029 | 3.0 | 69.0 | 72.8 | 3.8 | 5.5 |

\| Community and social service specialists, all other[2] | 21-1099 | 3.0 | 103.6 | 109.8 | 6.1 | 5.9 |

\| Lawyers | 23-1011 | 3.0 | 859.0 | 903.3 | 44.2 | 5.2 |

\| Business teachers, postsecondary | 25-1011 | 3.0 | 104.9 | 111.9 | 7.0 | 6.7 |

\| Mathematical science teachers, postsecondary | 25-1022 | 3.0 | 58.5 | 60.4 | 1.9 | 3.3 |

\| Criminal justice and law enforcement teachers, postsecondary | 25-1111 | 3.0 | 16.1 | 16.6 | 0.5 | 2.9 |

\| Family and consumer sciences teachers, postsecondary | 25-1192 | 3.0 | 3.3 | 3.5 | 0.1 | 4.3 |

\| Career/technical education teachers, postsecondary | 25-1194 | 3.0 | 121.8 | 121.9 | 0.1 | 0.1 |

\| Special education teachers, preschool | 25-2051 | 3.0 | 25.7 | 26.1 | 0.4 | 1.6 |

\| Orthodontists | 29-1023 | 3.0 | 7.4 | 7.7 | 0.3 | 3.7 |

\| Physical therapists | 29-1123 | 3.0 | 259.2 | 296.0 | 36.8 | 14.2 |

\| Therapists, all other[2] | 29-1129 | 3.0 | 43.2 | 48.3 | 5.1 | 11.8 |

\| Neurologists | 29-1217 | 3.0 | 10.1 | 10.8 | 0.7 | 6.8 |

\| Athletic trainers | 29-9091 | 3.0 | 34.3 | 38.7 | 4.3 | 12.7 |

\| First-line supervisors of entertainment and recreation workers, except gambling services[2] | 39-1014 | 3.0 | 123.3 | 134.6 | 11.2 | 9.1 |

\| First-line supervisors of personal service workers | 39-1022 | 3.0 | 155.9 | 171.7 | 15.8 | 10.1 |

\| Animal trainers | 39-2011 | 3.0 | 57.9 | 61.6 | 3.7 | 6.4 |

\| Childcare workers | 39-9011 | 3.0 | 970.8 | 957.8 | -13.0 | -1.3 |

\| Automotive body and related repairers | 49-3021 | 3.0 | 169.2 | 171.4 | 2.1 | 1.3 |

\| Patternmakers, wood | 51-7032 | 3.0 | 0.5 | 0.4 | -0.1 | -13.5 |

\| Medical appliance technicians | 51-9082 | 3.0 | 13.0 | 13.5 | 0.5 | 3.9 |

\| Photographic process workers and processing machine operators | 51-9151 | 3.0 | 9.2 | 9.4 | 0.1 | 1.5 |

\| Computer numerically controlled tool programmers | 51-9162 | 3.0 | 28.3 | 32.5 | 4.2 | 14.9 |

\| Etchers and engravers | 51-9194 | 3.0 | 11.7 | 11.9 | 0.3 | 2.3 |

\| Air traffic controllers | 53-2021 | 3.0 | 24.0 | 24.7 | 0.7 | 2.9 |

\| Administrative services managers | 11-3012 | 2.9 | 256.8 | 272.8 | 16.0 | 6.2 |

\| Industrial production managers | 11-3051 | 2.9 | 230.1 | 236.7 | 6.5 | 2.8 |

\| Transportation, storage, and distribution managers | 11-3071 | 2.9 | 211.8 | 230.8 | 19.1 | 9.0 |

\| Logisticians | 13-1081 | 2.9 | 237.1 | 282.9 | 45.8 | 19.3 |

\| Compensation, benefits, and job analysis specialists | 13-1141 | 2.9 | 103.7 | 111.0 | 7.2 | 7.0 |

\| Computer user support specialists | 15-1232 | 2.9 | 725.3 | 762.5 | 37.2 | 5.1 |

\| Computer network architects | 15-1241 | 2.9 | 177.8 | 201.7 | 23.9 | 13.4 |

\| Database architects | 15-1243 | 2.9 | 61.4 | 68.0 | 6.6 | 10.8 |

\| Network and computer systems administrators | 15-1244 | 2.9 | 335.4 | 326.6 | -8.8 | -2.6 |

\| Software quality assurance analysts and testers | 15-1253 | 2.9 | 205.0 | 229.2 | 24.2 | 11.8 |

\| Statisticians | 15-2041 | 2.9 | 32.4 | 36.2 | 3.8 | 11.8 |

\| Data scientists[2] | 15-2051 | 2.9 | 202.9 | 276.0 | 73.1 | 36.0 |

\| Cartographers and photogrammetrists | 17-1021 | 2.9 | 12.9 | 13.7 | 0.8 | 6.3 |

\| Environmental engineers | 17-2081 | 2.9 | 41.3 | 44.2 | 2.9 | 6.9 |

\| Health and safety engineers, except mining safety engineers and inspectors | 17-2111 | 2.9 | 23.1 | 24.3 | 1.2 | 5.1 |

\| Mining and geological engineers, including mining safety engineers | 17-2151 | 2.9 | 7.1 | 7.3 | 0.1 | 2.0 |

\| Survey researchers | 19-3022 | 2.9 | 9.7 | 9.7 | 0.0 | -0.2 |

\| Psychologists, all other[2] | 19-3039 | 2.9 | 56.6 | 59.4 | 2.9 | 5.0 |

\| Agricultural technicians | 19-4012 | 2.9 | 19.6 | 20.8 | 1.2 | 5.9 |

\| Occupational health and safety specialists | 19-5011 | 2.9 | 125.9 | 144.7 | 18.8 | 14.9 |

\| Rehabilitation counselors | 21-1015 | 2.9 | 87.6 | 89.2 | 1.6 | 1.8 |

\| Social and human service assistants | 21-1093 | 2.9 | 433.0 | 467.4 | 34.4 | 7.9 |

\| Arbitrators, mediators, and conciliators | 23-1022 | 2.9 | 8.2 | 8.7 | 0.5 | 6.1 |

\| Lighting technicians[2] | 27-4015 | 2.9 | 10.8 | 10.5 | -0.3 | -3.0 |

\| Dentists, general | 29-1021 | 2.9 | 141.0 | 147.7 | 6.7 | 4.8 |

\| Dentists, all other specialists[2] | 29-1029 | 2.9 | 6.7 | 6.9 | 0.2 | 2.3 |

\| Podiatrists | 29-1081 | 2.9 | 9.7 | 9.8 | 0.1 | 1.4 |

\| Psychiatrists | 29-1223 | 2.9 | 27.0 | 29.1 | 2.1 | 7.6 |

\| Ophthalmologists, except pediatric | 29-1241 | 2.9 | 12.4 | 12.9 | 0.6 | 4.5 |

\| Orthopedic surgeons, except pediatric[2] | 29-1242 | 2.9 | 16.0 | 16.6 | 0.7 | 4.2 |

\| Pediatric surgeons[2] | 29-1243 | 2.9 | 1.3 | 1.3 | 0.0 | 2.0 |

\| Surgeons, all other[2] | 29-1249 | 2.9 | 28.4 | 29.6 | 1.2 | 4.3 |

\| Acupuncturists | 29-1291 | 2.9 | 22.1 | 23.3 | 1.2 | 5.5 |

\| Medical assistants | 31-9092 | 2.9 | 783.9 | 901.9 | 118.0 | 15.0 |

\| First-line supervisors of police and detectives | 33-1012 | 2.9 | 144.5 | 150.0 | 5.5 | 3.8 |

\| First-line supervisors of firefighting and prevention workers | 33-1021 | 2.9 | 87.0 | 90.7 | 3.6 | 4.2 |

\| First-line supervisors of security workers[2] | 33-1091 | 2.9 | 67.8 | 70.3 | 2.5 | 3.7 |

\| Detectives and criminal investigators | 33-3021 | 2.9 | 113.4 | 116.0 | 2.6 | 2.3 |

\| Fish and game wardens | 33-3031 | 2.9 | 6.8 | 6.5 | -0.3 | -5.0 |

\| Private detectives and investigators | 33-9021 | 2.9 | 38.8 | 40.7 | 1.9 | 5.0 |

\| Protective service workers, all other[2] | 33-9099 | 2.9 | 83.5 | 86.3 | 2.8 | 3.3 |

\| Cooks, private household | 35-2013 | 2.9 | 37.8 | 35.4 | -2.4 | -6.3 |

\| Morticians, undertakers, and funeral arrangers | 39-4031 | 2.9 | 25.3 | 26.1 | 0.9 | 3.5 |

\| Skincare specialists | 39-5094 | 2.9 | 81.8 | 90.2 | 8.4 | 10.3 |

\| Residential advisors | 39-9041 | 2.9 | 95.7 | 100.7 | 5.0 | 5.2 |

\| First-line supervisors of office and administrative support workers | 43-1011 | 2.9 | 1,570.5 | 1,501.4 | -69.1 | -4.4 |

\| Executive secretaries and executive administrative assistants | 43-6011 | 2.9 | 516.1 | 517.2 | 1.2 | 0.2 |

\| Electricians | 47-2111 | 2.9 | 779.8 | 864.1 | 84.3 | 10.8 |

\| Electrical and electronics installers and repairers, transportation equipment | 49-2093 | 2.9 | 7.6 | 8.2 | 0.5 | 6.9 |

\| Electronic equipment installers and repairers, motor vehicles | 49-2096 | 2.9 | 9.1 | 7.9 | -1.2 | -13.2 |

\| Heating, air conditioning, and refrigeration mechanics and installers | 49-9021 | 2.9 | 441.2 | 481.3 | 40.1 | 9.1 |

\| First-line supervisors of production and operating workers | 51-1011 | 2.9 | 690.9 | 695.1 | 4.2 | 0.6 |

\| Tool and die makers | 51-4111 | 2.9 | 59.1 | 53.3 | -5.8 | -9.7 |

\| Tailors, dressmakers, and custom sewers | 51-6052 | 2.9 | 24.6 | 23.0 | -1.6 | -6.5 |

\| Furniture finishers | 51-7021 | 2.9 | 18.2 | 17.9 | -0.3 | -1.6 |

\| Compensation and benefits managers | 11-3111 | 2.8 | 19.1 | 19.5 | 0.4 | 2.1 |

\| Postmasters and mail superintendents | 11-9131 | 2.8 | 13.2 | 12.8 | -0.4 | -3.0 |

\| Buyers and purchasing agents | 13-1020 | 2.8 | 524.1 | 561.4 | 37.2 | 7.1 |

\| Labor relations specialists | 13-1075 | 2.8 | 65.8 | 65.6 | -0.2 | -0.3 |

\| Computer systems analysts | 15-1211 | 2.8 | 527.2 | 583.7 | 56.5 | 10.7 |

\| Information security analysts | 15-1212 | 2.8 | 180.7 | 239.8 | 59.1 | 32.7 |

\| Database administrators | 15-1242 | 2.8 | 80.5 | 87.1 | 6.6 | 8.2 |

\| Civil engineers | 17-2051 | 2.8 | 341.8 | 363.9 | 22.1 | 6.5 |

\| Electrical and electronics drafters | 17-3012 | 2.8 | 23.2 | 24.2 | 1.0 | 4.1 |

\| Civil engineering technologists and technicians | 17-3022 | 2.8 | 66.0 | 67.1 | 1.2 | 1.8 |

\| Electrical and electronic engineering technologists and technicians | 17-3023 | 2.8 | 99.6 | 102.6 | 3.0 | 3.0 |

\| Electro-mechanical and mechatronics technologists and technicians | 17-3024 | 2.8 | 15.8 | 15.6 | -0.2 | -1.2 |

\| Mechanical engineering technologists and technicians | 17-3027 | 2.8 | 39.9 | 40.7 | 0.8 | 1.9 |

\| Engineering technologists and technicians, except drafters, all other[2] | 17-3029 | 2.8 | 69.5 | 72.6 | 3.1 | 4.4 |

\| Microbiologists | 19-1022 | 2.8 | 23.2 | 24.8 | 1.6 | 6.7 |

\| Conservation scientists | 19-1031 | 2.8 | 25.9 | 27.4 | 1.4 | 5.6 |

\| Atmospheric and space scientists | 19-2021 | 2.8 | 9.9 | 10.5 | 0.6 | 5.6 |

\| Chemists | 19-2031 | 2.8 | 87.2 | 93.8 | 6.6 | 7.6 |

\| Physical scientists, all other[2] | 19-2099 | 2.8 | 34.1 | 34.9 | 0.8 | 2.3 |

\| School psychologists | 19-3034 | 2.8 | 65.5 | 66.0 | 0.5 | 0.7 |

\| Healthcare social workers | 21-1022 | 2.8 | 193.2 | 211.9 | 18.7 | 9.7 |

\| Archivists | 25-4011 | 2.8 | 8.8 | 9.5 | 0.7 | 8.0 |

\| Technical writers | 27-3042 | 2.8 | 50.1 | 52.1 | 2.0 | 4.0 |

\| Interpreters and translators | 27-3091 | 2.8 | 78.3 | 80.1 | 1.8 | 2.3 |

\| Chiropractors | 29-1011 | 2.8 | 61.2 | 67.3 | 6.1 | 9.9 |

\| Dietitians and nutritionists | 29-1031 | 2.8 | 81.3 | 87.3 | 6.0 | 7.4 |

\| Registered nurses | 29-1141 | 2.8 | 3,300.1 | 3,497.3 | 197.2 | 6.0 |

\| Nurse anesthetists | 29-1151 | 2.8 | 49.9 | 55.1 | 5.2 | 10.4 |

\| Nurse midwives | 29-1161 | 2.8 | 7.2 | 7.7 | 0.5 | 7.1 |

\| Nurse practitioners | 29-1171 | 2.8 | 292.5 | 427.9 | 135.5 | 46.3 |

\| Audiologists | 29-1181 | 2.8 | 14.4 | 16.0 | 1.6 | 10.9 |

\| Healthcare diagnosing or treating practitioners, all other[2] | 29-1299 | 2.8 | 40.4 | 41.5 | 1.0 | 2.6 |

\| Paramedics[2] | 29-2043 | 2.8 | 100.6 | 106.5 | 5.9 | 5.9 |

\| Psychiatric technicians | 29-2053 | 2.8 | 124.6 | 145.8 | 21.3 | 17.1 |

\| Opticians, dispensing | 29-2081 | 2.8 | 77.3 | 79.5 | 2.3 | 2.9 |

\| Surgical assistants | 29-9093 | 2.8 | 21.3 | 22.7 | 1.4 | 6.7 |

\| Healthcare practitioners and technical workers, all other[2] | 29-9099 | 2.8 | 41.9 | 44.3 | 2.4 | 5.8 |

\| Home health and personal care aides | 31-1120 | 2.8 | 3,961.9 | 4,782.4 | 820.5 | 20.7 |

\| Physical therapist assistants | 31-2021 | 2.8 | 108.5 | 136.0 | 27.5 | 25.4 |

\| First-line supervisors of protective service workers, all other[2] | 33-1099 | 2.8 | 20.7 | 21.6 | 0.8 | 4.0 |

\| Transit and railroad police | 33-3052 | 2.8 | 2.4 | 2.5 | 0.1 | 3.5 |

\| Animal control workers | 33-9011 | 2.8 | 12.0 | 12.6 | 0.6 | 4.9 |

\| Cooks, restaurant | 35-2014 | 2.8 | 1,434.2 | 1,678.6 | 244.5 | 17.0 |

\| Bartenders | 35-3011 | 2.8 | 734.3 | 798.9 | 64.5 | 8.8 |

\| First-line supervisors of landscaping, lawn service, and groundskeeping workers | 37-1012 | 2.8 | 222.4 | 230.2 | 7.8 | 3.5 |

\| Barbers | 39-5011 | 2.8 | 78.4 | 83.3 | 5.0 | 6.4 |

\| Tour and travel guides | 39-7010 | 2.8 | 56.3 | 61.7 | 5.3 | 9.5 |

\| First-line supervisors of retail sales workers | 41-1011 | 2.8 | 1,407.4 | 1,316.9 | -90.5 | -6.4 |

\| Real estate brokers | 41-9021 | 2.8 | 113.6 | 115.8 | 2.2 | 2.0 |

\| Real estate sales agents | 41-9022 | 2.8 | 430.7 | 438.7 | 7.9 | 1.8 |

\| Telemarketers | 41-9041 | 2.8 | 85.2 | 66.8 | -18.3 | -21.5 |

\| Sales and related workers, all other[2] | 41-9099 | 2.8 | 137.2 | 142.6 | 5.3 | 3.9 |

\| First-line supervisors of construction trades and extraction workers | 47-1011 | 2.8 | 853.2 | 903.4 | 50.3 | 5.9 |

\| Helpers--carpenters | 47-3012 | 2.8 | 22.3 | 21.6 | -0.7 | -3.0 |

\| Hazardous materials removal workers | 47-4041 | 2.8 | 50.3 | 50.9 | 0.5 | 1.0 |

\| First-line supervisors of mechanics, installers, and repairers | 49-1011 | 2.8 | 604.3 | 626.2 | 21.9 | 3.6 |

\| Radio, cellular, and tower equipment installers and repairers | 49-2021 | 2.8 | 12.0 | 12.9 | 0.8 | 6.8 |

\| Avionics technicians | 49-2091 | 2.8 | 21.9 | 23.5 | 1.7 | 7.6 |

\| Electrical and electronics repairers, commercial and industrial equipment | 49-2094 | 2.8 | 59.8 | 60.5 | 0.7 | 1.2 |

\| Audiovisual equipment installers and repairers | 49-2097 | 2.8 | 27.8 | 28.3 | 0.5 | 1.9 |

\| Mobile heavy equipment mechanics, except engines | 49-3042 | 2.8 | 191.1 | 207.3 | 16.2 | 8.5 |

\| Motorcycle mechanics | 49-3052 | 2.8 | 16.0 | 16.4 | 0.4 | 2.5 |

\| Industrial machinery mechanics | 49-9041 | 2.8 | 429.5 | 503.3 | 73.8 | 17.2 |

\| Camera and photographic equipment repairers | 49-9061 | 2.8 | 2.6 | 2.2 | -0.4 | -16.9 |

\| Maintenance and repair workers, general | 49-9071 | 2.8 | 1,616.5 | 1,698.3 | 81.8 | 5.1 |

\| Commercial divers | 49-9092 | 2.8 | 3.2 | 3.5 | 0.3 | 8.3 |

\| Locksmiths and safe repairers | 49-9094 | 2.8 | 17.6 | 15.8 | -1.7 | -9.9 |

\| Installation, maintenance, and repair workers, all other[2] | 49-9099 | 2.8 | 201.5 | 208.7 | 7.2 | 3.6 |

\| Upholsterers | 51-6093 | 2.8 | 30.7 | 30.1 | -0.6 | -2.0 |

\| Aircraft cargo handling supervisors | 53-1041 | 2.8 | 9.1 | 9.7 | 0.7 | 7.7 |

\| First-line supervisors of transportation and material moving workers, except aircraft cargo handling supervisors[2] | 53-1047 | 2.8 | 594.1 | 625.6 | 31.5 | 5.3 |

\| Financial managers | 11-3031 | 2.7 | 837.1 | 975.3 | 138.3 | 16.5 |

\| Construction managers | 11-9021 | 2.7 | 520.9 | 568.5 | 47.6 | 9.1 |

\| Gambling managers | 11-9071 | 2.7 | 5.3 | 5.5 | 0.3 | 5.1 |

\| Cost estimators | 13-1051 | 2.7 | 227.9 | 219.6 | -8.3 | -3.6 |

\| Human resources specialists | 13-1071 | 2.7 | 933.7 | 1,007.9 | 74.2 | 7.9 |

\| Credit counselors | 13-2071 | 2.7 | 31.8 | 33.3 | 1.5 | 4.9 |

\| Computer network support specialists | 15-1231 | 2.7 | 166.7 | 178.8 | 12.1 | 7.3 |

\| Actuaries | 15-2011 | 2.7 | 30.2 | 36.8 | 6.6 | 21.8 |

\| Surveyors | 17-1022 | 2.7 | 52.6 | 55.7 | 3.1 | 5.9 |

\| Aerospace engineering and operations technologists and technicians | 17-3021 | 2.7 | 11.0 | 11.9 | 0.9 | 7.9 |

\| Calibration technologists and technicians[2] | 17-3028 | 2.7 | 13.8 | 14.5 | 0.8 | 5.5 |

\| Foresters | 19-1032 | 2.7 | 15.4 | 15.9 | 0.5 | 3.0 |

\| Biological technicians | 19-4021 | 2.7 | 83.1 | 88.6 | 5.5 | 6.6 |

\| Forest and conservation technicians | 19-4071 | 2.7 | 31.3 | 31.8 | 0.5 | 1.7 |

\| Occupational health and safety technicians | 19-5012 | 2.7 | 27.6 | 30.8 | 3.2 | 11.4 |

\| Athletes and sports competitors | 27-2021 | 2.7 | 25.1 | 27.8 | 2.8 | 11.1 |

\| Broadcast technicians | 27-4012 | 2.7 | 30.0 | 30.0 | 0.0 | 0.1 |

\| Optometrists | 29-1041 | 2.7 | 49.3 | 53.6 | 4.3 | 8.7 |

\| Exercise physiologists | 29-1128 | 2.7 | 21.5 | 23.7 | 2.2 | 10.4 |

\| Veterinarians | 29-1131 | 2.7 | 88.2 | 105.0 | 16.8 | 19.1 |

\| Anesthesiologists | 29-1211 | 2.7 | 36.1 | 37.6 | 1.5 | 4.0 |

\| Cardiologists[2] | 29-1212 | 2.7 | 16.4 | 17.2 | 0.8 | 5.0 |

\| General internal medicine physicians | 29-1216 | 2.7 | 73.8 | 76.3 | 2.5 | 3.4 |

\| Physicians, pathologists | 29-1222 | 2.7 | 11.8 | 12.5 | 0.6 | 5.5 |

\| Diagnostic medical sonographers | 29-2032 | 2.7 | 84.9 | 97.7 | 12.8 | 15.1 |

\| Hearing aid specialists | 29-2092 | 2.7 | 10.5 | 12.0 | 1.6 | 14.9 |

\| Nursing assistants | 31-1131 | 2.7 | 1,419.4 | 1,481.8 | 62.4 | 4.4 |

\| Psychiatric aides | 31-1133 | 2.7 | 36.0 | 36.3 | 0.3 | 0.8 |

\| Occupational therapy aides | 31-2012 | 2.7 | 4.6 | 4.8 | 0.2 | 3.7 |

\| Massage therapists | 31-9011 | 2.7 | 147.1 | 173.2 | 26.0 | 17.7 |

\| Healthcare support workers, all other[2] | 31-9099 | 2.7 | 108.5 | 114.6 | 6.1 | 5.6 |

\| Firefighters | 33-2011 | 2.7 | 326.8 | 340.5 | 13.7 | 4.2 |

\| Fire inspectors and investigators | 33-2021 | 2.7 | 14.9 | 15.5 | 0.7 | 4.5 |

\| Forest fire inspectors and prevention specialists | 33-2022 | 2.7 | 2.4 | 2.8 | 0.4 | 16.3 |

\| Police and sheriff's patrol officers | 33-3051 | 2.7 | 674.2 | 700.6 | 26.4 | 3.9 |

\| First-line supervisors of housekeeping and janitorial workers | 37-1011 | 2.7 | 241.6 | 251.4 | 9.8 | 4.0 |

\| Retail salespersons | 41-2031 | 2.7 | 3,810.1 | 3,814.7 | 4.5 | 0.1 |

\| Securities, commodities, and financial services sales agents | 41-3031 | 2.7 | 513.8 | 547.9 | 34.1 | 6.6 |

\| Models | 41-9012 | 2.7 | 3.6 | 3.6 | 0.0 | -0.4 |

\| Reservation and transportation ticket agents and travel clerks | 43-4181 | 2.7 | 123.8 | 128.5 | 4.7 | 3.8 |

\| Stonemasons | 47-2022 | 2.7 | 12.4 | 12.0 | -0.4 | -3.6 |

\| Carpenters | 47-2031 | 2.7 | 923.1 | 961.6 | 38.6 | 4.2 |

\| Tile and stone setters | 47-2044 | 2.7 | 55.6 | 61.4 | 5.8 | 10.4 |

\| Insulation workers, mechanical | 47-2132 | 2.7 | 23.4 | 24.6 | 1.2 | 5.1 |

\| Painters, construction and maintenance | 47-2141 | 2.7 | 338.9 | 352.4 | 13.6 | 4.0 |

\| Plumbers, pipefitters, and steamfitters | 47-2152 | 2.7 | 473.4 | 499.7 | 26.3 | 5.6 |

\| Plasterers and stucco masons | 47-2161 | 2.7 | 24.1 | 24.9 | 0.8 | 3.3 |

\| Solar photovoltaic installers | 47-2231 | 2.7 | 25.0 | 37.0 | 12.0 | 48.0 |

\| Helpers--electricians | 47-3013 | 2.7 | 71.5 | 72.2 | 0.7 | 1.0 |

\| Rail-track laying and maintenance equipment operators | 47-4061 | 2.7 | 17.7 | 18.1 | 0.4 | 2.5 |

\| Explosives workers, ordnance handling experts, and blasters | 47-5032 | 2.7 | 4.8 | 4.8 | 0.1 | 1.2 |

\| Telecommunications equipment installers and repairers, except line installers | 49-2022 | 2.7 | 162.3 | 156.8 | -5.5 | -3.4 |

\| Electric motor, power tool, and related repairers | 49-2092 | 2.7 | 17.7 | 18.6 | 0.9 | 5.0 |

\| Electrical and electronics repairers, powerhouse, substation, and relay | 49-2095 | 2.7 | 25.4 | 25.7 | 0.2 | 0.8 |

\| Security and fire alarm systems installers | 49-2098 | 2.7 | 86.0 | 93.4 | 7.4 | 8.6 |

\| Aircraft mechanics and service technicians | 49-3011 | 2.7 | 141.4 | 148.7 | 7.3 | 5.2 |

\| Rail car repairers | 49-3043 | 2.7 | 20.2 | 21.1 | 0.9 | 4.4 |

\| Outdoor power equipment and other small engine mechanics | 49-3053 | 2.7 | 40.0 | 41.2 | 1.2 | 2.9 |

\| Bicycle repairers | 49-3091 | 2.7 | 14.5 | 15.3 | 0.8 | 5.6 |

\| Mechanical door repairers | 49-9011 | 2.7 | 27.7 | 30.9 | 3.2 | 11.4 |

\| Maintenance workers, machinery | 49-9043 | 2.7 | 59.0 | 63.6 | 4.6 | 7.8 |

\| Millwrights | 49-9044 | 2.7 | 42.3 | 44.3 | 2.0 | 4.8 |

\| Aircraft structure, surfaces, rigging, and systems assemblers | 51-2011 | 2.7 | 31.4 | 26.3 | -5.2 | -16.4 |

\| Forging machine setters, operators, and tenders, metal and plastic | 51-4022 | 2.7 | 9.3 | 7.9 | -1.5 | -15.7 |

\| Machinists | 51-4041 | 2.7 | 298.0 | 303.0 | 5.0 | 1.7 |

\| Model makers, metal and plastic | 51-4061 | 2.7 | 2.9 | 2.4 | -0.5 | -17.6 |

\| Multiple machine tool setters, operators, and tenders, metal and plastic | 51-4081 | 2.7 | 130.0 | 132.3 | 2.3 | 1.8 |

\| Layout workers, metal and plastic | 51-4192 | 2.7 | 6.9 | 6.7 | -0.2 | -3.5 |

\| Ship engineers | 53-5031 | 2.7 | 9.5 | 9.8 | 0.3 | 3.4 |

\| Aircraft service attendants[2] | 53-6032 | 2.7 | 25.2 | 26.7 | 1.6 | 6.2 |

\| Traffic technicians | 53-6041 | 2.7 | 7.8 | 8.2 | 0.3 | 4.2 |

\| Property, real estate, and community association managers | 11-9141 | 2.6 | 467.1 | 482.2 | 15.1 | 3.2 |

\| Claims adjusters, examiners, and investigators | 13-1031 | 2.6 | 345.2 | 330.0 | -15.2 | -4.4 |

\| Compliance officers | 13-1041 | 2.6 | 403.9 | 425.8 | 21.9 | 5.4 |

\| Accountants and auditors | 13-2011 | 2.6 | 1,562.0 | 1,653.4 | 91.4 | 5.8 |

\| Financial and investment analysts[2] | 13-2051 | 2.6 | 347.4 | 380.5 | 33.1 | 9.5 |

\| Personal financial advisors | 13-2052 | 2.6 | 321.0 | 375.9 | 55.0 | 17.1 |

\| Financial specialists, all other[2] | 13-2099 | 2.6 | 129.8 | 137.9 | 8.1 | 6.2 |

\| Nuclear engineers | 17-2161 | 2.6 | 13.4 | 13.3 | -0.1 | -0.8 |

\| Chemical technicians | 19-4031 | 2.6 | 58.3 | 61.4 | 3.2 | 5.5 |

\| Social science research assistants | 19-4061 | 2.6 | 37.5 | 39.9 | 2.4 | 6.3 |

\| Life, physical, and social science technicians, all other[2] | 19-4099 | 2.6 | 83.3 | 88.2 | 4.8 | 5.8 |

\| Probation officers and correctional treatment specialists | 21-1092 | 2.6 | 90.7 | 94.0 | 3.2 | 3.6 |

\| Judges, magistrate judges, and magistrates | 23-1023 | 2.6 | 25.9 | 26.8 | 0.9 | 3.4 |

\| Library technicians | 25-4031 | 2.6 | 81.5 | 77.0 | -4.6 | -5.6 |

\| Physician assistants | 29-1071 | 2.6 | 153.4 | 197.1 | 43.7 | 28.5 |

\| Respiratory therapists | 29-1126 | 2.6 | 133.9 | 151.4 | 17.5 | 13.1 |

\| Dermatologists | 29-1213 | 2.6 | 13.0 | 13.9 | 0.9 | 7.1 |

\| Obstetricians and gynecologists | 29-1218 | 2.6 | 21.3 | 22.0 | 0.7 | 3.3 |

\| Radiologists | 29-1224 | 2.6 | 34.3 | 35.6 | 1.2 | 3.6 |

\| Physicians, all other[2] | 29-1229 | 2.6 | 337.0 | 350.1 | 13.1 | 3.9 |

\| Magnetic resonance imaging technologists | 29-2035 | 2.6 | 43.4 | 47.0 | 3.6 | 8.4 |

\| Surgical technologists | 29-2055 | 2.6 | 112.8 | 119.3 | 6.5 | 5.8 |

\| Licensed practical and licensed vocational nurses | 29-2061 | 2.6 | 657.8 | 674.7 | 16.9 | 2.6 |

\| Health information technologists and medical registrars[2] | 29-9021 | 2.6 | 39.1 | 45.5 | 6.4 | 16.3 |

\| Dental assistants | 31-9091 | 2.6 | 376.5 | 408.0 | 31.5 | 8.4 |

\| Medical equipment preparers | 31-9093 | 2.6 | 70.7 | 74.7 | 4.0 | 5.7 |

\| Phlebotomists | 31-9097 | 2.6 | 141.2 | 152.2 | 11.0 | 7.8 |

\| First-line supervisors of correctional officers | 33-1011 | 2.6 | 55.5 | 54.6 | -0.9 | -1.6 |

\| Correctional officers and jailers | 33-3012 | 2.6 | 370.9 | 346.0 | -24.8 | -6.7 |

\| Parking enforcement workers | 33-3041 | 2.6 | 7.9 | 7.9 | 0.0 | -0.4 |

\| Cooks, all other[2] | 35-2019 | 2.6 | 20.0 | 21.1 | 1.0 | 5.2 |

\| Pest control workers | 37-2021 | 2.6 | 98.2 | 105.1 | 6.9 | 7.0 |

\| Embalmers | 39-4011 | 2.6 | 3.4 | 3.5 | 0.0 | 1.2 |

\| Parts salespersons | 41-2022 | 2.6 | 267.9 | 271.2 | 3.3 | 1.2 |

\| Sales representatives, wholesale and manufacturing, technical and scientific products | 41-4011 | 2.6 | 325.3 | 335.3 | 10.0 | 3.1 |

\| Demonstrators and product promoters | 41-9011 | 2.6 | 56.5 | 59.2 | 2.8 | 4.9 |

\| Procurement clerks | 43-3061 | 2.6 | 63.3 | 59.1 | -4.2 | -6.7 |

\| File clerks | 43-4071 | 2.6 | 87.2 | 73.9 | -13.3 | -15.3 |

\| Hotel, motel, and resort desk clerks | 43-4081 | 2.6 | 271.3 | 290.2 | 18.9 | 7.0 |

\| Interviewers, except eligibility and loan | 43-4111 | 2.6 | 169.1 | 152.5 | -16.7 | -9.9 |

\| Order clerks | 43-4151 | 2.6 | 106.3 | 87.3 | -19.0 | -17.9 |

\| Production, planning, and expediting clerks | 43-5061 | 2.6 | 399.2 | 418.7 | 19.5 | 4.9 |

\| Data entry keyers | 43-9021 | 2.6 | 163.9 | 122.8 | -41.0 | -25.0 |

\| Boilermakers | 47-2011 | 2.6 | 11.3 | 11.2 | -0.1 | -1.2 |

\| Brickmasons and blockmasons | 47-2021 | 2.6 | 72.6 | 75.0 | 2.4 | 3.3 |

\| Floor layers, except carpet, wood, and hard tiles | 47-2042 | 2.6 | 32.8 | 36.1 | 3.3 | 10.1 |

\| Roofers | 47-2181 | 2.6 | 168.1 | 177.9 | 9.8 | 5.8 |

\| Sheet metal workers | 47-2211 | 2.6 | 124.2 | 127.1 | 2.9 | 2.3 |

\| Helpers--pipelayers, plumbers, pipefitters, and steamfitters | 47-3015 | 2.6 | 47.1 | 49.8 | 2.8 | 5.9 |

\| Helpers--roofers | 47-3016 | 2.6 | 4.8 | 5.0 | 0.3 | 5.6 |

\| Helpers, construction trades, all other[2] | 47-3019 | 2.6 | 28.0 | 30.4 | 2.3 | 8.3 |

\| Elevator and escalator installers and repairers | 47-4021 | 2.6 | 24.4 | 25.8 | 1.4 | 5.7 |

\| Rotary drill operators, oil and gas | 47-5012 | 2.6 | 12.8 | 13.1 | 0.3 | 2.2 |

\| Earth drillers, except oil and gas | 47-5023 | 2.6 | 18.9 | 19.7 | 0.8 | 4.0 |

\| Computer, automated teller, and office machine repairers | 49-2011 | 2.6 | 85.7 | 84.0 | -1.7 | -2.0 |

\| Bus and truck mechanics and diesel engine specialists | 49-3031 | 2.6 | 300.2 | 308.7 | 8.5 | 2.8 |

\| Farm equipment mechanics and service technicians | 49-3041 | 2.6 | 48.0 | 53.5 | 5.5 | 11.4 |

\| Recreational vehicle service technicians | 49-3092 | 2.6 | 18.4 | 20.2 | 1.8 | 9.9 |

\| Control and valve installers and repairers, except mechanical door | 49-9012 | 2.6 | 48.8 | 49.6 | 0.8 | 1.6 |

\| Telecommunications line installers and repairers | 49-9052 | 2.6 | 102.2 | 99.4 | -2.8 | -2.7 |

\| Watch and clock repairers | 49-9064 | 2.6 | 1.9 | 1.9 | 0.0 | 0.0 |

\| Riggers | 49-9096 | 2.6 | 24.2 | 25.4 | 1.2 | 4.9 |

\| Bakers | 51-3011 | 2.6 | 243.4 | 256.1 | 12.7 | 5.2 |

\| Drilling and boring machine tool setters, operators, and tenders, metal and plastic | 51-4032 | 2.6 | 5.8 | 4.7 | -1.1 | -19.2 |

\| Patternmakers, metal and plastic | 51-4062 | 2.6 | 2.2 | 1.7 | -0.5 | -22.2 |

\| Tool grinders, filers, and sharpeners | 51-4194 | 2.6 | 6.8 | 6.3 | -0.5 | -7.8 |

\| Cabinetmakers and bench carpenters | 51-7011 | 2.6 | 99.7 | 97.0 | -2.7 | -2.7 |

\| Power distributors and dispatchers | 51-8012 | 2.6 | 9.2 | 9.1 | -0.1 | -1.4 |

\| Stationary engineers and boiler operators | 51-8021 | 2.6 | 35.5 | 36.9 | 1.4 | 4.1 |

\| Computer numerically controlled tool operators | 51-9161 | 2.6 | 189.9 | 172.4 | -17.5 | -9.2 |

\| Flight attendants | 53-2031 | 2.6 | 130.3 | 143.2 | 12.9 | 9.9 |

\| Captains, mates, and pilots of water vessels | 53-5021 | 2.6 | 40.2 | 41.2 | 0.9 | 2.3 |

\| Food service managers | 11-9051 | 2.5 | 393.6 | 399.5 | 5.9 | 1.5 |

\| Funeral home managers | 11-9171 | 2.5 | 35.8 | 37.4 | 1.6 | 4.5 |

\| Personal service managers, all other[2] | 11-9179 | 2.5 | 27.9 | 29.8 | 1.9 | 6.9 |

\| Budget analysts | 13-2031 | 2.5 | 50.8 | 52.7 | 2.0 | 3.9 |

\| Environmental engineering technologists and technicians | 17-3025 | 2.5 | 14.2 | 14.5 | 0.3 | 2.3 |

\| Surveying and mapping technicians | 17-3031 | 2.5 | 57.4 | 60.6 | 3.2 | 5.6 |

\| Environmental scientists and specialists, including health | 19-2041 | 2.5 | 84.6 | 90.7 | 6.1 | 7.3 |

\| Geological technicians, except hydrologic technicians | 19-4043 | 2.5 | 9.2 | 9.5 | 0.3 | 3.8 |

\| Administrative law judges, adjudicators, and hearing officers | 23-1021 | 2.5 | 15.8 | 16.1 | 0.3 | 2.1 |

\| Radiation therapists | 29-1124 | 2.5 | 17.2 | 17.7 | 0.5 | 3.1 |

\| Dental hygienists | 29-1292 | 2.5 | 214.1 | 233.7 | 19.6 | 9.2 |

\| Clinical laboratory technologists and technicians | 29-2010 | 2.5 | 344.2 | 362.5 | 18.2 | 5.3 |

\| Nuclear medicine technologists | 29-2033 | 2.5 | 17.8 | 17.6 | -0.2 | -1.3 |

\| Medical dosimetrists[2] | 29-2036 | 2.5 | 4.2 | 4.5 | 0.2 | 5.4 |

\| Emergency medical technicians[2] | 29-2042 | 2.5 | 169.7 | 180.0 | 10.3 | 6.1 |

\| Veterinary technologists and technicians | 29-2056 | 2.5 | 125.7 | 150.0 | 24.3 | 19.3 |

\| Health technologists and technicians, all other[2] | 29-2099 | 2.5 | 177.9 | 190.4 | 12.5 | 7.0 |

\| Genetic counselors | 29-9092 | 2.5 | 3.5 | 4.1 | 0.6 | 16.1 |

\| Physical therapist aides | 31-2022 | 2.5 | 44.3 | 45.6 | 1.3 | 2.9 |

\| First-line supervisors of food preparation and serving workers | 35-1012 | 2.5 | 1,211.4 | 1,288.2 | 76.8 | 6.3 |

\| Cooks, institution and cafeteria | 35-2012 | 2.5 | 456.3 | 471.1 | 14.9 | 3.3 |

\| Cooks, short order | 35-2015 | 2.5 | 128.8 | 123.5 | -5.3 | -4.1 |

\| Food preparation workers | 35-2021 | 2.5 | 904.8 | 870.8 | -34.0 | -3.8 |

\| Animal caretakers | 39-2021 | 2.5 | 364.6 | 425.2 | 60.6 | 16.6 |

\| Manicurists and pedicurists | 39-5092 | 2.5 | 212.7 | 237.8 | 25.1 | 11.8 |

\| First-line supervisors of non-retail sales workers | 41-1012 | 2.5 | 347.8 | 351.9 | 4.1 | 1.2 |

\| Insurance sales agents | 41-3021 | 2.5 | 547.6 | 581.0 | 33.4 | 6.1 |

\| Sales representatives of services, except advertising, insurance, financial services, and travel[2] | 41-3091 | 2.5 | 1,170.3 | 1,214.5 | 44.2 | 3.8 |

\| Customer service representatives | 43-4051 | 2.5 | 2,954.6 | 2,805.8 | -148.8 | -5.0 |

\| Eligibility interviewers, government programs | 43-4061 | 2.5 | 160.0 | 164.9 | 5.0 | 3.1 |

\| Library assistants, clerical | 43-4121 | 2.5 | 87.7 | 82.7 | -5.0 | -5.7 |

\| Loan interviewers and clerks | 43-4131 | 2.5 | 206.1 | 201.2 | -4.9 | -2.4 |

\| Information and record clerks, all other[2] | 43-4199 | 2.5 | 162.8 | 167.4 | 4.7 | 2.9 |

\| Public safety telecommunicators | 43-5031 | 2.5 | 102.7 | 106.8 | 4.1 | 4.0 |

\| Statistical assistants | 43-9111 | 2.5 | 7.9 | 7.9 | 0.0 | 0.2 |

\| First-line supervisors of farming, fishing, and forestry workers | 45-1011 | 2.5 | 68.9 | 71.0 | 2.1 | 3.1 |

\| Farmworkers and laborers, crop, nursery, and greenhouse | 45-2092 | 2.5 | 497.3 | 485.4 | -11.9 | -2.4 |

\| Farmworkers, farm, ranch, and aquacultural animals | 45-2093 | 2.5 | 204.7 | 194.1 | -10.6 | -5.2 |

\| Agricultural workers, all other[2] | 45-2099 | 2.5 | 11.0 | 11.3 | 0.3 | 2.5 |

\| Fishing and hunting workers | 45-3031 | 2.5 | 25.5 | 25.3 | -0.2 | -0.7 |

\| Forest and conservation workers | 45-4011 | 2.5 | 10.9 | 10.5 | -0.4 | -3.8 |

\| Log graders and scalers | 45-4023 | 2.5 | 5.2 | 5.1 | -0.1 | -1.5 |

\| Carpet installers | 47-2041 | 2.5 | 20.3 | 18.5 | -1.8 | -8.9 |

\| Floor sanders and finishers | 47-2043 | 2.5 | 6.6 | 6.8 | 0.2 | 2.5 |

\| Paving, surfacing, and tamping equipment operators | 47-2071 | 2.5 | 44.5 | 46.3 | 1.7 | 3.9 |

\| Operating engineers and other construction equipment operators | 47-2073 | 2.5 | 468.0 | 487.6 | 19.6 | 4.2 |

\| Glaziers | 47-2121 | 2.5 | 56.5 | 58.6 | 2.1 | 3.8 |

\| Insulation workers, floor, ceiling, and wall | 47-2131 | 2.5 | 39.1 | 40.2 | 1.0 | 2.7 |

\| Paperhangers | 47-2142 | 2.5 | 2.9 | 3.1 | 0.2 | 5.7 |

\| Pipelayers | 47-2151 | 2.5 | 37.3 | 36.4 | -0.9 | -2.3 |

\| Structural iron and steel workers | 47-2221 | 2.5 | 66.1 | 68.9 | 2.7 | 4.1 |

\| Construction and building inspectors | 47-4011 | 2.5 | 142.6 | 142.7 | 0.0 | 0.0 |

\| Highway maintenance workers | 47-4051 | 2.5 | 160.4 | 166.5 | 6.1 | 3.8 |

\| Miscellaneous construction and related workers[2] | 47-4090 | 2.5 | 31.6 | 32.9 | 1.3 | 4.0 |

\| Service unit operators, oil and gas | 47-5013 | 2.5 | 48.7 | 49.7 | 1.0 | 2.1 |

\| Helpers--extraction workers | 47-5081 | 2.5 | 7.7 | 7.8 | 0.1 | 1.8 |

\| Automotive service technicians and mechanics | 49-3023 | 2.5 | 794.6 | 815.9 | 21.2 | 2.7 |

\| Motorboat mechanics and service technicians | 49-3051 | 2.5 | 26.1 | 27.8 | 1.8 | 6.7 |

\| Tire repairers and changers | 49-3093 | 2.5 | 107.6 | 113.3 | 5.7 | 5.3 |

\| Electrical power-line installers and repairers | 49-9051 | 2.5 | 123.4 | 132.8 | 9.4 | 7.6 |

\| Precision instrument and equipment repairers, all other[2] | 49-9069 | 2.5 | 10.9 | 11.2 | 0.4 | 3.5 |

\| Wind turbine service technicians | 49-9081 | 2.5 | 11.4 | 18.2 | 6.8 | 60.1 |

\| Engine and other machine assemblers | 51-2031 | 2.5 | 49.0 | 38.6 | -10.4 | -21.3 |

\| Fiberglass laminators and fabricators | 51-2051 | 2.5 | 20.9 | 21.8 | 1.0 | 4.6 |

\| Meat, poultry, and fish cutters and trimmers | 51-3022 | 2.5 | 141.1 | 147.7 | 6.6 | 4.7 |

\| Rolling machine setters, operators, and tenders, metal and plastic | 51-4023 | 2.5 | 25.0 | 23.1 | -1.9 | -7.7 |

\| Cutting, punching, and press machine setters, operators, and tenders, metal and plastic | 51-4031 | 2.5 | 181.3 | 161.0 | -20.3 | -11.2 |

\| Plating machine setters, operators, and tenders, metal and plastic | 51-4193 | 2.5 | 32.4 | 28.8 | -3.6 | -11.1 |

\| Printing press operators | 51-5112 | 2.5 | 156.2 | 141.3 | -14.9 | -9.5 |

\| Pressers, textile, garment, and related materials | 51-6021 | 2.5 | 29.3 | 25.8 | -3.5 | -12.0 |

\| Shoe machine operators and tenders | 51-6042 | 2.5 | 6.1 | 5.2 | -0.8 | -13.6 |

\| Power plant operators | 51-8013 | 2.5 | 32.4 | 29.3 | -3.1 | -9.4 |

\| Extruding, forming, pressing, and compacting machine setters, operators, and tenders | 51-9041 | 2.5 | 57.2 | 58.7 | 1.6 | 2.7 |

\| Packaging and filling machine operators and tenders | 51-9111 | 2.5 | 367.9 | 392.5 | 24.6 | 6.7 |

\| Semiconductor processing technicians | 51-9141 | 2.5 | 26.6 | 30.1 | 3.4 | 13.0 |

\| Airfield operations specialists | 53-2022 | 2.5 | 18.7 | 19.7 | 1.0 | 5.3 |

\| Ambulance drivers and attendants, except emergency medical technicians | 53-3011 | 2.5 | 11.6 | 11.6 | 0.0 | -0.1 |

\| Transportation inspectors | 53-6051 | 2.5 | 29.7 | 30.8 | 1.2 | 3.9 |

\| Gas compressor and gas pumping station operators | 53-7071 | 2.5 | 4.5 | 4.5 | 0.1 | 1.2 |

\| Wellhead pumpers | 53-7073 | 2.5 | 19.4 | 19.0 | -0.4 | -2.0 |

\| Tank car, truck, and ship loaders | 53-7121 | 2.5 | 12.7 | 13.2 | 0.5 | 3.9 |

\| Insurance appraisers, auto damage | 13-1032 | 2.4 | 10.5 | 9.5 | -1.0 | -9.2 |

\| Property appraisers and assessors[2] | 13-2020 | 2.4 | 83.9 | 87.1 | 3.2 | 3.9 |

\| Insurance underwriters | 13-2053 | 2.4 | 118.4 | 113.7 | -4.7 | -4.0 |

\| Loan officers | 13-2072 | 2.4 | 334.1 | 338.7 | 4.5 | 1.4 |

\| Tax examiners and collectors, and revenue agents | 13-2081 | 2.4 | 54.0 | 55.0 | 1.0 | 1.9 |

\| Tax preparers | 13-2082 | 2.4 | 103.8 | 108.2 | 4.4 | 4.2 |

\| Environmental science and protection technicians, including health | 19-4042 | 2.4 | 33.9 | 36.2 | 2.4 | 7.0 |

\| Judicial law clerks | 23-1012 | 2.4 | 15.6 | 16.1 | 0.5 | 3.4 |

\| Pharmacists | 29-1051 | 2.4 | 337.7 | 355.9 | 18.3 | 5.4 |

\| Emergency medicine physicians[2] | 29-1214 | 2.4 | 37.6 | 39.0 | 1.3 | 3.5 |

\| Family medicine physicians | 29-1215 | 2.4 | 120.3 | 126.1 | 5.7 | 4.8 |

\| Cardiovascular technologists and technicians | 29-2031 | 2.4 | 58.4 | 60.9 | 2.4 | 4.2 |

\| Radiologic technologists and technicians | 29-2034 | 2.4 | 227.8 | 241.0 | 13.1 | 5.8 |

\| Food servers, nonrestaurant | 35-3041 | 2.4 | 278.6 | 292.2 | 13.7 | 4.9 |

\| Landscaping and groundskeeping workers | 37-3011 | 2.4 | 1,188.2 | 1,248.3 | 60.1 | 5.1 |

\| Pesticide handlers, sprayers, and applicators, vegetation | 37-3012 | 2.4 | 26.7 | 28.0 | 1.4 | 5.1 |

\| Tree trimmers and pruners | 37-3013 | 2.4 | 67.1 | 70.4 | 3.2 | 4.8 |

\| Grounds maintenance workers, all other[2] | 37-3019 | 2.4 | 14.1 | 14.6 | 0.5 | 3.8 |

\| Amusement and recreation attendants | 39-3091 | 2.4 | 381.5 | 398.6 | 17.1 | 4.5 |

\| Baggage porters and bellhops | 39-6011 | 2.4 | 29.5 | 29.6 | 0.1 | 0.5 |

\| Counter and rental clerks | 41-2021 | 2.4 | 403.7 | 420.8 | 17.1 | 4.2 |

\| Travel agents | 41-3041 | 2.4 | 68.8 | 71.2 | 2.3 | 3.4 |

\| Bill and account collectors | 43-3011 | 2.4 | 196.5 | 177.8 | -18.6 | -9.5 |

\| Payroll and timekeeping clerks | 43-3051 | 2.4 | 160.3 | 136.2 | -24.2 | -15.1 |

\| Tellers | 43-3071 | 2.4 | 350.3 | 298.8 | -51.4 | -14.7 |

\| Correspondence clerks | 43-4021 | 2.4 | 5.5 | 5.1 | -0.4 | -6.7 |

\| Receptionists and information clerks | 43-4171 | 2.4 | 1,054.5 | 1,048.8 | -5.7 | -0.5 |

\| Cargo and freight agents | 43-5011 | 2.4 | 106.7 | 117.0 | 10.3 | 9.7 |

\| Dispatchers, except police, fire, and ambulance | 43-5032 | 2.4 | 215.4 | 215.7 | 0.4 | 0.2 |

\| Shipping, receiving, and inventory clerks | 43-5071 | 2.4 | 848.7 | 784.2 | -64.4 | -7.6 |

\| Weighers, measurers, checkers, and samplers, recordkeeping | 43-5111 | 2.4 | 51.8 | 50.1 | -1.7 | -3.3 |

\| Secretaries and administrative assistants, except legal, medical, and executive | 43-6014 | 2.4 | 1,982.3 | 1,976.2 | -6.1 | -0.3 |

\| Office machine operators, except computer | 43-9071 | 2.4 | 29.2 | 24.8 | -4.4 | -15.1 |

\| Agricultural inspectors | 45-2011 | 2.4 | 13.3 | 13.9 | 0.5 | 3.9 |

\| Agricultural equipment operators | 45-2091 | 2.4 | 62.7 | 68.0 | 5.3 | 8.4 |

\| Logging equipment operators | 45-4022 | 2.4 | 34.1 | 32.8 | -1.3 | -3.8 |

\| Terrazzo workers and finishers | 47-2053 | 2.4 | 1.5 | 1.4 | -0.1 | -8.4 |

\| Pile driver operators | 47-2072 | 2.4 | 3.1 | 3.3 | 0.1 | 4.6 |

\| Reinforcing iron and rebar workers | 47-2171 | 2.4 | 21.9 | 22.9 | 0.9 | 4.2 |

\| Helpers--brickmasons, blockmasons, stonemasons, and tile and marble setters | 47-3011 | 2.4 | 17.1 | 15.6 | -1.6 | -9.1 |

\| Fence erectors | 47-4031 | 2.4 | 24.3 | 25.5 | 1.2 | 4.8 |

\| Excavating and loading machine and dragline operators, surface mining | 47-5022 | 2.4 | 34.4 | 34.1 | -0.3 | -0.8 |

\| Continuous mining machine operators | 47-5041 | 2.4 | 16.1 | 15.8 | -0.3 | -1.8 |

\| Roustabouts, oil and gas | 47-5071 | 2.4 | 46.0 | 48.6 | 2.5 | 5.5 |

\| Extraction workers, all other[2] | 47-5099 | 2.4 | 7.4 | 7.4 | 0.0 | -0.5 |

\| Home appliance repairers | 49-9031 | 2.4 | 37.5 | 37.8 | 0.3 | 0.8 |

\| Medical equipment repairers | 49-9062 | 2.4 | 67.0 | 79.3 | 12.3 | 18.4 |

\| Timing device assemblers and adjusters | 51-2061 | 2.4 | 0.4 | 0.3 | -0.1 | -16.3 |

\| Miscellaneous assemblers and fabricators[2] | 51-2090 | 2.4 | 1,520.8 | 1,527.9 | 7.0 | 0.5 |

\| Food processing workers, all other[2] | 51-3099 | 2.4 | 66.8 | 69.7 | 2.9 | 4.4 |

\| Lathe and turning machine tool setters, operators, and tenders, metal and plastic | 51-4034 | 2.4 | 19.7 | 17.5 | -2.3 | -11.4 |

\| Milling and planing machine setters, operators, and tenders, metal and plastic | 51-4035 | 2.4 | 14.1 | 12.3 | -1.8 | -12.9 |

\| Pourers and casters, metal | 51-4052 | 2.4 | 5.6 | 5.2 | -0.4 | -6.7 |

\| Metal workers and plastic workers, all other[2] | 51-4199 | 2.4 | 20.7 | 19.2 | -1.4 | -6.9 |

\| Print binding and finishing workers | 51-5113 | 2.4 | 38.1 | 31.4 | -6.7 | -17.5 |

\| Shoe and leather workers and repairers | 51-6041 | 2.4 | 9.4 | 8.3 | -1.1 | -11.9 |

\| Woodworkers, all other[2] | 51-7099 | 2.4 | 15.1 | 13.1 | -2.0 | -13.5 |

\| Gas plant operators | 51-8092 | 2.4 | 16.1 | 14.6 | -1.6 | -9.8 |

\| Plant and system operators, all other[2] | 51-8099 | 2.4 | 15.8 | 16.3 | 0.5 | 3.2 |

\| Inspectors, testers, sorters, samplers, and weighers | 51-9061 | 2.4 | 595.5 | 577.7 | -17.8 | -3.0 |

\| Production workers, all other[2] | 51-9199 | 2.4 | 265.1 | 270.1 | 5.0 | 1.9 |

\| Commercial pilots | 53-2012 | 2.4 | 56.5 | 59.7 | 3.2 | 5.7 |

\| Sailors and marine oilers | 53-5011 | 2.4 | 32.1 | 33.2 | 1.1 | 3.5 |

\| Motorboat operators | 53-5022 | 2.4 | 3.1 | 3.2 | 0.1 | 3.4 |

\| Crane and tower operators | 53-7021 | 2.4 | 42.6 | 44.2 | 1.6 | 3.7 |

\| Financial examiners | 13-2061 | 2.3 | 65.5 | 79.2 | 13.8 | 21.0 |

\| Food science technicians | 19-4013 | 2.3 | 25.1 | 26.9 | 1.8 | 7.3 |

\| Forensic science technicians | 19-4092 | 2.3 | 18.6 | 21.2 | 2.5 | 13.6 |

\| Paralegals and legal assistants | 23-2011 | 2.3 | 366.2 | 370.5 | 4.3 | 1.2 |

\| Legal support workers, all other[2] | 23-2099 | 2.3 | 47.3 | 47.8 | 0.5 | 1.0 |

\| Pediatricians, general | 29-1221 | 2.3 | 37.7 | 38.5 | 0.8 | 2.1 |

\| Pharmacy technicians | 29-2052 | 2.3 | 463.9 | 497.2 | 33.3 | 7.2 |

\| Veterinary assistants and laboratory animal caretakers | 31-9096 | 2.3 | 118.2 | 141.1 | 22.9 | 19.4 |

\| Gambling surveillance officers and gambling investigators | 33-9031 | 2.3 | 11.0 | 11.3 | 0.3 | 2.6 |

\| Fast food and counter workers | 35-3023 | 2.3 | 3,734.1 | 3,946.5 | 212.5 | 5.7 |

\| Waiters and waitresses | 35-3031 | 2.3 | 2,277.9 | 2,300.8 | 22.9 | 1.0 |

\| Janitors and cleaners, except maids and housekeeping cleaners | 37-2011 | 2.3 | 2,431.6 | 2,507.3 | 75.8 | 3.1 |

\| Entertainment attendants and related workers, all other[2] | 39-3099 | 2.3 | 7.9 | 8.3 | 0.4 | 5.2 |

\| Crematory operators[2] | 39-4012 | 2.3 | 3.2 | 3.4 | 0.2 | 4.7 |

\| Funeral attendants | 39-4021 | 2.3 | 32.9 | 33.9 | 1.1 | 3.2 |

\| Shampooers | 39-5093 | 2.3 | 13.3 | 14.5 | 1.3 | 9.5 |

\| Cashiers | 41-2011 | 2.3 | 3,338.8 | 2,985.7 | -353.1 | -10.6 |

\| Door-to-door sales workers, news and street vendors, and related workers | 41-9091 | 2.3 | 32.4 | 27.7 | -4.8 | -14.6 |

\| Telephone operators | 43-2021 | 2.3 | 4.7 | 3.5 | -1.2 | -26.4 |

\| Billing and posting clerks | 43-3021 | 2.3 | 449.0 | 451.3 | 2.3 | 0.5 |

\| Brokerage clerks | 43-4011 | 2.3 | 49.7 | 48.2 | -1.4 | -2.8 |

\| Court, municipal, and license clerks | 43-4031 | 2.3 | 165.1 | 171.4 | 6.3 | 3.8 |

\| Human resources assistants, except payroll and timekeeping | 43-4161 | 2.3 | 104.2 | 99.2 | -5.0 | -4.8 |

\| Meter readers, utilities | 43-5041 | 2.3 | 20.4 | 18.1 | -2.3 | -11.4 |

\| Medical secretaries and administrative assistants | 43-6013 | 2.3 | 768.9 | 810.1 | 41.3 | 5.4 |

\| Word processors and typists | 43-9022 | 2.3 | 39.9 | 24.8 | -15.2 | -38.0 |

\| Office and administrative support workers, all other[2] | 43-9199 | 2.3 | 206.8 | 190.8 | -16.0 | -7.7 |

\| Logging workers, all other[2] | 45-4029 | 2.3 | 3.7 | 3.4 | -0.3 | -7.4 |

\| Cement masons and concrete finishers | 47-2051 | 2.3 | 211.8 | 210.3 | -1.5 | -0.7 |

\| Construction laborers | 47-2061 | 2.3 | 1,401.2 | 1,516.6 | 115.4 | 8.2 |

\| Drywall and ceiling tile installers | 47-2081 | 2.3 | 116.6 | 120.4 | 3.8 | 3.3 |

\| Septic tank servicers and sewer pipe cleaners | 47-4071 | 2.3 | 30.1 | 32.6 | 2.4 | 8.1 |

\| Derrick operators, oil and gas | 47-5011 | 2.3 | 12.1 | 12.5 | 0.4 | 3.1 |

\| Underground mining machine operators, all other[2] | 47-5049 | 2.3 | 2.6 | 2.5 | -0.1 | -4.5 |

\| Rock splitters, quarry | 47-5051 | 2.3 | 3.7 | 3.8 | 0.1 | 2.8 |

\| Automotive glass installers and repairers | 49-3022 | 2.3 | 21.7 | 22.1 | 0.4 | 2.0 |

\| Helpers--installation, maintenance, and repair workers | 49-9098 | 2.3 | 104.6 | 109.2 | 4.6 | 4.4 |

\| Coil winders, tapers, and finishers | 51-2021 | 2.3 | 12.1 | 10.9 | -1.1 | -9.3 |

\| Structural metal fabricators and fitters | 51-2041 | 2.3 | 59.3 | 50.3 | -9.1 | -15.3 |

\| Food batchmakers | 51-3092 | 2.3 | 171.3 | 186.8 | 15.5 | 9.1 |

\| Extruding and drawing machine setters, operators, and tenders, metal and plastic | 51-4021 | 2.3 | 64.1 | 65.3 | 1.3 | 2.0 |

\| Metal-refining furnace operators and tenders | 51-4051 | 2.3 | 21.4 | 20.4 | -1.0 | -4.8 |

\| Welders, cutters, solderers, and brazers | 51-4121 | 2.3 | 454.5 | 463.8 | 9.3 | 2.0 |

\| Welding, soldering, and brazing machine setters, operators, and tenders | 51-4122 | 2.3 | 35.6 | 32.5 | -3.2 | -8.9 |

\| Textile cutting machine setters, operators, and tenders | 51-6062 | 2.3 | 9.9 | 8.7 | -1.2 | -11.7 |

\| Textile knitting and weaving machine setters, operators, and tenders | 51-6063 | 2.3 | 16.4 | 14.4 | -1.9 | -11.8 |

\| Extruding and forming machine setters, operators, and tenders, synthetic and glass fibers | 51-6091 | 2.3 | 15.1 | 14.7 | -0.5 | -3.1 |

\| Woodworking machine setters, operators, and tenders, except sawing | 51-7042 | 2.3 | 60.6 | 59.3 | -1.3 | -2.2 |

\| Nuclear power reactor operators | 51-8011 | 2.3 | 5.8 | 5.2 | -0.6 | -10.3 |

\| Water and wastewater treatment plant and system operators | 51-8031 | 2.3 | 124.7 | 117.2 | -7.5 | -6.0 |

\| Petroleum pump system operators, refinery operators, and gaugers | 51-8093 | 2.3 | 33.6 | 32.8 | -0.8 | -2.3 |

\| Chemical equipment operators and tenders | 51-9011 | 2.3 | 121.9 | 115.4 | -6.5 | -5.4 |

\| Crushing, grinding, and polishing machine setters, operators, and tenders | 51-9021 | 2.3 | 26.5 | 26.3 | -0.3 | -1.0 |

\| Furnace, kiln, oven, drier, and kettle operators and tenders | 51-9051 | 2.3 | 15.2 | 15.5 | 0.3 | 2.0 |

\| Painting, coating, and decorating workers | 51-9123 | 2.3 | 11.4 | 11.6 | 0.2 | 1.5 |

\| Cooling and freezing equipment operators and tenders | 51-9193 | 2.3 | 7.1 | 7.8 | 0.7 | 9.4 |

\| Paper goods machine setters, operators, and tenders | 51-9196 | 2.3 | 95.2 | 83.3 | -11.9 | -12.5 |

\| Airline pilots, copilots, and flight engineers | 53-2011 | 2.3 | 96.3 | 101.1 | 4.8 | 5.0 |

\| Driver/sales workers | 53-3031 | 2.3 | 503.2 | 549.3 | 46.1 | 9.2 |

\| Light truck drivers | 53-3033 | 2.3 | 1,092.6 | 1,188.9 | 96.3 | 8.8 |

\| Locomotive engineers | 53-4011 | 2.3 | 27.5 | 27.9 | 0.4 | 1.3 |

\| Rail yard engineers, dinkey operators, and hostlers | 53-4013 | 2.3 | 2.4 | 2.4 | 0.0 | 0.5 |

\| Automotive and watercraft service attendants | 53-6031 | 2.3 | 94.6 | 94.5 | -0.1 | -0.1 |

\| Hoist and winch operators | 53-7041 | 2.3 | 2.7 | 2.7 | 0.0 | -0.5 |

\| Packers and packagers, hand | 53-7064 | 2.3 | 641.3 | 614.3 | -26.9 | -4.2 |

\| Stockers and order fillers | 53-7065 | 2.3 | 2,864.7 | 3,033.3 | 168.6 | 5.9 |

\| Pump operators, except wellhead pumpers | 53-7072 | 2.3 | 11.7 | 12.3 | 0.6 | 5.0 |

\| Credit analysts | 13-2041 | 2.2 | 73.7 | 70.8 | -2.8 | -3.9 |

\| Pharmacy aides | 31-9095 | 2.2 | 44.0 | 44.4 | 0.4 | 0.9 |

\| Bailiffs | 33-3011 | 2.2 | 16.7 | 16.5 | -0.2 | -1.4 |

\| Lifeguards, ski patrol, and other recreational protective service workers | 33-9092 | 2.2 | 129.1 | 137.9 | 8.8 | 6.8 |

\| School bus monitors[2] | 33-9094 | 2.2 | 70.1 | 68.4 | -1.7 | -2.4 |

\| Dishwashers | 35-9021 | 2.2 | 475.0 | 481.9 | 6.9 | 1.4 |

\| Building cleaning workers, all other[2] | 37-2019 | 2.2 | 15.2 | 15.8 | 0.6 | 4.3 |

\| First-line supervisors of gambling services workers | 39-1013 | 2.2 | 33.2 | 34.9 | 1.7 | 5.2 |

\| Ushers, lobby attendants, and ticket takers | 39-3031 | 2.2 | 119.7 | 122.7 | 3.1 | 2.6 |

\| Bookkeeping, accounting, and auditing clerks | 43-3031 | 2.2 | 1,663.8 | 1,579.9 | -83.9 | -5.0 |

\| Financial clerks, all other[2] | 43-3099 | 2.2 | 46.2 | 47.3 | 1.1 | 2.3 |

\| Postal service clerks | 43-5051 | 2.2 | 74.6 | 72.4 | -2.2 | -3.0 |

\| Legal secretaries and administrative assistants | 43-6012 | 2.2 | 154.2 | 146.3 | -7.9 | -5.1 |

\| Mail clerks and mail machine operators, except postal service | 43-9051 | 2.2 | 70.6 | 66.2 | -4.4 | -6.2 |

\| Office clerks, general | 43-9061 | 2.2 | 2,645.8 | 2,498.2 | -147.5 | -5.6 |

\| Refractory materials repairers, except brickmasons | 49-9045 | 2.2 | 0.6 | 0.5 | -0.1 | -17.8 |

\| Electrical, electronic, and electromechanical assemblers, except coil winders, tapers, and finishers | 51-2028 | 2.2 | 271.1 | 290.6 | 19.5 | 7.2 |

\| Butchers and meat cutters | 51-3021 | 2.2 | 139.1 | 136.2 | -2.9 | -2.1 |

\| Food and tobacco roasting, baking, and drying machine operators and tenders | 51-3091 | 2.2 | 19.6 | 20.0 | 0.4 | 2.2 |

\| Grinding, lapping, polishing, and buffing machine tool setters, operators, and tenders, metal and plastic | 51-4033 | 2.2 | 76.3 | 68.1 | -8.2 | -10.7 |

\| Foundry mold and coremakers | 51-4071 | 2.2 | 11.8 | 8.9 | -2.9 | -24.6 |

\| Molding, coremaking, and casting machine setters, operators, and tenders, metal and plastic | 51-4072 | 2.2 | 158.8 | 154.9 | -3.9 | -2.5 |

\| Heat treating equipment setters, operators, and tenders, metal and plastic | 51-4191 | 2.2 | 15.2 | 13.8 | -1.4 | -9.5 |

\| Textile, apparel, and furnishings workers, all other[2] | 51-6099 | 2.2 | 15.6 | 14.1 | -1.5 | -9.5 |

\| Sawing machine setters, operators, and tenders, wood | 51-7041 | 2.2 | 45.6 | 45.3 | -0.2 | -0.5 |

\| Separating, filtering, clarifying, precipitating, and still machine setters, operators, and tenders | 51-9012 | 2.2 | 53.4 | 54.3 | 0.9 | 1.7 |

\| Ophthalmic laboratory technicians | 51-9083 | 2.2 | 18.9 | 19.2 | 0.3 | 1.6 |

\| Cleaning, washing, and metal pickling equipment operators and tenders | 51-9192 | 2.2 | 15.8 | 16.6 | 0.7 | 4.5 |

\| Molders, shapers, and casters, except metal and plastic | 51-9195 | 2.2 | 49.2 | 51.8 | 2.6 | 5.3 |

\| Bus drivers, school[2] | 53-3051 | 2.2 | 365.3 | 368.9 | 3.6 | 1.0 |

\| Bus drivers, transit and intercity | 53-3052 | 2.2 | 194.1 | 204.1 | 10.1 | 5.2 |

\| Shuttle drivers and chauffeurs[2] | 53-3053 | 2.2 | 222.3 | 241.3 | 19.0 | 8.5 |

\| Taxi drivers[2] | 53-3054 | 2.2 | 171.1 | 193.8 | 22.7 | 13.3 |

\| Motor vehicle operators, all other[2] | 53-3099 | 2.2 | 86.5 | 93.6 | 7.1 | 8.3 |

\| Railroad brake, signal, and switch operators and locomotive firers | 53-4022 | 2.2 | 12.0 | 12.1 | 0.2 | 1.5 |

\| Railroad conductors and yardmasters | 53-4031 | 2.2 | 41.1 | 41.9 | 0.8 | 1.9 |

\| Rail transportation workers, all other[2] | 53-4099 | 2.2 | 1.9 | 2.0 | 0.1 | 3.5 |

\| Transportation workers, all other[2] | 53-6099 | 2.2 | 11.3 | 11.9 | 0.6 | 5.3 |

\| Conveyor operators and tenders | 53-7011 | 2.2 | 30.4 | 30.1 | -0.3 | -0.9 |

\| Dredge operators | 53-7031 | 2.2 | 1.2 | 1.2 | 0.0 | 2.1 |

\| Industrial truck and tractor operators | 53-7051 | 2.2 | 770.8 | 791.9 | 21.2 | 2.7 |

\| Cleaners of vehicles and equipment | 53-7061 | 2.2 | 402.7 | 420.6 | 17.8 | 4.4 |

\| Nuclear technicians | 19-4051 | 2.1 | 5.4 | 5.1 | -0.3 | -6.2 |

\| Title examiners, abstractors, and searchers | 23-2093 | 2.1 | 56.3 | 56.9 | 0.6 | 1.0 |

\| Ophthalmic medical technicians | 29-2057 | 2.1 | 74.8 | 85.3 | 10.5 | 14.1 |

\| Transportation security screeners | 33-9093 | 2.1 | 51.7 | 52.2 | 0.5 | 0.9 |

\| Cooks, fast food | 35-2011 | 2.1 | 682.2 | 588.5 | -93.7 | -13.7 |

\| Dining room and cafeteria attendants and bartender helpers | 35-9011 | 2.1 | 493.8 | 534.7 | 40.9 | 8.3 |

\| Food preparation and serving related workers, all other[2] | 35-9099 | 2.1 | 88.6 | 95.3 | 6.8 | 7.6 |

\| Maids and housekeeping cleaners | 37-2012 | 2.1 | 1,335.5 | 1,346.2 | 10.8 | 0.8 |

\| Gambling and sports book writers and runners | 39-3012 | 2.1 | 9.6 | 9.4 | -0.2 | -2.4 |

\| Motion picture projectionists | 39-3021 | 2.1 | 2.6 | 2.5 | -0.1 | -5.0 |

\| Locker room, coatroom, and dressing room attendants | 39-3093 | 2.1 | 15.5 | 16.7 | 1.2 | 8.0 |

\| Gambling cage workers | 43-3041 | 2.1 | 13.1 | 12.7 | -0.5 | -3.7 |

\| Credit authorizers, checkers, and clerks | 43-4041 | 2.1 | 14.5 | 13.7 | -0.8 | -5.2 |

\| New accounts clerks | 43-4141 | 2.1 | 42.2 | 36.0 | -6.2 | -14.6 |

\| Insurance claims and policy processing clerks | 43-9041 | 2.1 | 271.8 | 261.3 | -10.5 | -3.9 |

\| Proofreaders and copy markers | 43-9081 | 2.1 | 6.7 | 6.5 | -0.2 | -3.4 |

\| Animal breeders | 45-2021 | 2.1 | 6.7 | 6.9 | 0.2 | 2.4 |

\| Tapers | 47-2082 | 2.1 | 20.0 | 19.8 | -0.1 | -0.7 |

\| Helpers--painters, paperhangers, plasterers, and stucco masons | 47-3014 | 2.1 | 7.8 | 8.0 | 0.1 | 1.9 |

\| Roof bolters, mining | 47-5043 | 2.1 | 2.0 | 1.4 | -0.6 | -32.0 |

\| Loading and moving machine operators, underground mining | 47-5044 | 2.1 | 5.3 | 4.1 | -1.2 | -22.9 |

\| Coin, vending, and amusement machine servicers and repairers | 49-9091 | 2.1 | 39.3 | 39.2 | -0.1 | -0.4 |

\| Slaughterers and meat packers | 51-3023 | 2.1 | 72.8 | 73.8 | 1.0 | 1.4 |

\| Food cooking machine operators and tenders | 51-3093 | 2.1 | 30.7 | 31.1 | 0.3 | 1.0 |

\| Laundry and dry-cleaning workers | 51-6011 | 2.1 | 195.4 | 206.2 | 10.8 | 5.5 |

\| Sewing machine operators | 51-6031 | 2.1 | 128.7 | 111.8 | -17.0 | -13.2 |

\| Textile bleaching and dyeing machine operators and tenders | 51-6061 | 2.1 | 6.9 | 6.1 | -0.7 | -10.3 |

\| Textile winding, twisting, and drawing out machine setters, operators, and tenders | 51-6064 | 2.1 | 24.1 | 22.0 | -2.1 | -8.8 |

\| Mixing and blending machine setters, operators, and tenders | 51-9023 | 2.1 | 107.8 | 112.4 | 4.7 | 4.3 |

\| Cutting and slicing machine setters, operators, and tenders | 51-9032 | 2.1 | 52.5 | 51.1 | -1.4 | -2.7 |

\| Coating, painting, and spraying machine setters, operators, and tenders | 51-9124 | 2.1 | 167.9 | 169.9 | 2.0 | 1.2 |

\| Adhesive bonding machine operators and tenders | 51-9191 | 2.1 | 12.5 | 12.4 | -0.1 | -0.5 |

\| Tire builders | 51-9197 | 2.1 | 20.7 | 21.3 | 0.6 | 3.1 |

\| Heavy and tractor-trailer truck drivers | 53-3032 | 2.1 | 2,211.3 | 2,313.4 | 102.0 | 4.6 |

\| Passenger attendants | 53-6061 | 2.1 | 21.6 | 22.9 | 1.3 | 5.8 |

\| Material moving workers, all other[2] | 53-7199 | 2.1 | 26.5 | 27.6 | 1.2 | 4.4 |

\| Farm labor contractors | 13-1074 | 2.0 | 1.5 | 1.6 | 0.1 | 6.6 |

\| Umpires, referees, and other sports officials | 27-2023 | 2.0 | 23.1 | 25.5 | 2.4 | 10.4 |

\| Court reporters and simultaneous captioners | 27-3092 | 2.0 | 17.5 | 17.9 | 0.3 | 1.8 |

\| Orderlies | 31-1132 | 2.0 | 50.0 | 52.2 | 2.3 | 4.5 |

\| Crossing guards and flaggers | 33-9091 | 2.0 | 93.0 | 97.2 | 4.2 | 4.5 |

\| Hosts and hostesses, restaurant, lounge, and coffee shop | 35-9031 | 2.0 | 435.6 | 437.0 | 1.4 | 0.3 |

\| Gambling dealers | 39-3011 | 2.0 | 86.8 | 89.6 | 2.8 | 3.2 |

\| Gambling service workers, all other[2] | 39-3019 | 2.0 | 14.5 | 14.9 | 0.4 | 2.9 |

\| Switchboard operators, including answering service | 43-2011 | 2.0 | 44.9 | 33.6 | -11.3 | -25.2 |

\| Communications equipment operators, all other[2] | 43-2099 | 2.0 | 1.4 | 1.5 | 0.1 | 5.1 |

\| Postal service mail sorters, processors, and processing machine operators | 43-5053 | 2.0 | 111.3 | 102.5 | -8.7 | -7.9 |

\| Fallers | 45-4021 | 2.0 | 6.9 | 6.3 | -0.6 | -8.4 |

\| Signal and track switch repairers | 49-9097 | 2.0 | 9.3 | 9.5 | 0.2 | 2.3 |

\| Helpers--production workers | 51-9198 | 2.0 | 183.5 | 168.4 | -15.2 | -8.3 |

\| Subway and streetcar operators | 53-4041 | 2.0 | 15.4 | 16.0 | 0.7 | 4.2 |

\| Machine feeders and offbearers | 53-7063 | 2.0 | 43.8 | 38.2 | -5.6 | -12.7 |

\| Medical records specialists[2] | 29-2072 | 1.9 | 191.5 | 208.2 | 16.7 | 8.7 |

\| Medical transcriptionists | 31-9094 | 1.9 | 54.5 | 51.9 | -2.6 | -4.7 |

\| Gambling change persons and booth cashiers | 41-2012 | 1.9 | 21.4 | 20.5 | -0.9 | -4.3 |

\| Couriers and messengers | 43-5021 | 1.9 | 225.5 | 244.3 | 18.8 | 8.3 |

\| Postal service mail carriers | 43-5052 | 1.9 | 316.7 | 307.1 | -9.5 | -3.0 |

\| Chemical plant and system operators | 51-8091 | 1.9 | 18.4 | 18.2 | -0.1 | -0.8 |

\| Cutters and trimmers, hand | 51-9031 | 1.9 | 6.9 | 5.6 | -1.3 | -18.4 |

\| Parking attendants | 53-6021 | 1.9 | 120.9 | 127.3 | 6.4 | 5.3 |

\| Laborers and freight, stock, and material movers, hand | 53-7062 | 1.9 | 3,004.8 | 3,130.6 | 125.7 | 4.2 |

\| Bridge and lock tenders | 53-6011 | 1.8 | 3.6 | 3.6 | 0.0 | 0.5 |

\| Graders and sorters, agricultural products | 45-2041 | 1.7 | 32.2 | 30.6 | -1.5 | -4.7 |

\| Refuse and recyclable material collectors | 53-7081 | 1.6 | 148.4 | 151.9 | 3.5 | 2.3 |

\| Footnotes: [1] Skills scores range from 1.0 (Not important) to 5.0 (Extremely important). More information can be found on the EP definitions page: https://www.bls.gov/emp/documentation/definitions.htm. [2] Skills information from similar O*NET-SOC occupation(s) imputed for this occupation. More information can be found in the following file: Crosswalk of O*NET-SOC occupations to National Employment Matrix occupations for skills mapping.xlsx. Source: Employment Projections program, U.S. Bureau of Labor Statistics | | | | | | |

**Last Modified Date:**August 29, 2024

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    ]
}


key: chroma:document
string_value:
# URLs for section: ooh

```python
urls = [
    "https://www.bls.gov/ooh/a-z-index.htm",
    "https://www.bls.gov/ooh/fastest-growing.htm",
    "https://www.bls.gov/ooh/highest-paying.htm",
    "https://www.bls.gov/ooh/home.htm",
    "https://www.bls.gov/ooh/most-new-jobs.htm",
    "https://www.bls.gov/ooh/occupation-finder.htm",
    "https://www.bls.gov/ooh/ooh-site-map.htm",
    "https://www.bls.gov/ooh/about/acknowledgements.htm",
    "https://www.bls.gov/ooh/about/app.htm",
    "https://www.bls.gov/ooh/about/data-for-occupations-not-covered-in-detail.htm",
    "https://www.bls.gov/ooh/about/disclaimer.htm",
    "https://www.bls.gov/ooh/about/glossary.htm",
    "https://www.bls.gov/ooh/about/occupational-information-included-in-the-ooh.htm",
    "https://www.bls.gov/ooh/about/ooh-developer-info.htm",
    "https://www.bls.gov/ooh/about/ooh-faqs.htm",
    "https://www.bls.gov/ooh/about/teachers-guide.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/aerospace-engineering-and-operations-technicians.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/aerospace-engineers.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/agricultural-engineers.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/architects.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/biomedical-engineers.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/cartographers-and-photogrammetrists.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/chemical-engineers.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/civil-engineering-technicians.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/civil-engineers.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/computer-hardware-engineers.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/drafters.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/electrical-and-electronics-engineering-technicians.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/electrical-and-electronics-engineers.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/electro-mechanical-technicians.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/environmental-engineering-technicians.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/environmental-engineers.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/health-and-safety-engineers.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/home.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/industrial-engineering-technicians.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/industrial-engineering-technologists-and-technicians.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/industrial-engineers.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/landscape-architects.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/marine-engineers-and-naval-architects.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/materials-engineers.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/mechanical-engineering-technicians.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/mechanical-engineers.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/mining-and-geological-engineers.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/nuclear-engineers.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/petroleum-engineers.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/surveying-and-mapping-technicians.htm",
    "https://www.bls.gov/ooh/architecture-and-engineering/surveyors.htm",
    "https://www.bls.gov/ooh/arts-and-design/art-directors.htm",
    "https://www.bls.gov/ooh/arts-and-design/craft-and-fine-artists.htm",
    "https://www.bls.gov/ooh/arts-and-design/fashion-designers.htm",
    "https://www.bls.gov/ooh/arts-and-design/floral-designers.htm",
    "https://www.bls.gov/ooh/arts-and-design/graphic-designers.htm",
    "https://www.bls.gov/ooh/arts-and-design/home.htm",
    "https://www.bls.gov/ooh/arts-and-design/industrial-designers.htm",
    "https://www.bls.gov/ooh/arts-and-design/interior-designers.htm",
    "https://www.bls.gov/ooh/arts-and-design/multimedia-artists-and-animators.htm",
    "https://www.bls.gov/ooh/arts-and-design/set-and-exhibit-designers.htm",
    "https://www.bls.gov/ooh/building-and-grounds-cleaning/grounds-maintenance-workers.htm",
    "https://www.bls.gov/ooh/building-and-grounds-cleaning/home.htm",
    "https://www.bls.gov/ooh/building-and-grounds-cleaning/janitors-and-building-cleaners.htm",
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    "https://www.bls.gov/ooh/management/compensation-and-benefits-managers.htm",
    "https://www.bls.gov/ooh/management/computer-and-information-systems-managers.htm",
    "https://www.bls.gov/ooh/management/construction-managers.htm",
    "https://www.bls.gov/ooh/management/elementary-middle-and-high-school-principals.htm",
    "https://www.bls.gov/ooh/management/emergency-management-directors.htm",
    "https://www.bls.gov/ooh/management/entertainment-and-recreation-managers.htm",
    "https://www.bls.gov/ooh/management/farmers-ranchers-and-other-agricultural-managers.htm",
    "https://www.bls.gov/ooh/management/financial-managers.htm",
    "https://www.bls.gov/ooh/management/food-service-managers.htm",
    "https://www.bls.gov/ooh/management/home.htm",
    "https://www.bls.gov/ooh/management/human-resources-managers.htm",
    "https://www.bls.gov/ooh/management/industrial-production-managers.htm",
    "https://www.bls.gov/ooh/management/lodging-managers.htm",
    "https://www.bls.gov/ooh/management/medical-and-health-services-managers.htm",
    "https://www.bls.gov/ooh/management/natural-sciences-managers.htm",
    "https://www.bls.gov/ooh/management/postsecondary-education-administrators.htm",
    "https://www.bls.gov/ooh/management/preschool-and-childcare-center-directors.htm",
    "https://www.bls.gov/ooh/management/property-real-estate-and-community-association-managers.htm",
    "https://www.bls.gov/ooh/management/public-relations-managers.htm",
    "https://www.bls.gov/ooh/management/sales-managers.htm",
    "https://www.bls.gov/ooh/management/social-and-community-service-managers.htm",
    "https://www.bls.gov/ooh/management/top-executives.htm",
    "https://www.bls.gov/ooh/management/training-and-development-managers.htm",
    "https://www.bls.gov/ooh/management/transportation-storage-and-distribution-managers.htm",
    "https://www.bls.gov/ooh/math/actuaries.htm",
    "https://www.bls.gov/ooh/math/data-scientists.htm",
    "https://www.bls.gov/ooh/math/home.htm",
    "https://www.bls.gov/ooh/math/mathematicians-and-statisticians.htm",
    "https://www.bls.gov/ooh/math/operations-research-analysts.htm",
    "https://www.bls.gov/ooh/media-and-communication/announcers.htm",
    "https://www.bls.gov/ooh/media-and-communication/broadcast-and-sound-engineering-technicians.htm",
    "https://www.bls.gov/ooh/media-and-communication/editors.htm",
    "https://www.bls.gov/ooh/media-and-communication/film-and-video-editors-and-camera-operators.htm",
    "https://www.bls.gov/ooh/media-and-communication/home.htm",
    "https://www.bls.gov/ooh/media-and-communication/interpreters-and-translators.htm",
    "https://www.bls.gov/ooh/media-and-communication/photographers.htm",
    "https://www.bls.gov/ooh/media-and-communication/public-relations-specialists.htm",
    "https://www.bls.gov/ooh/media-and-communication/reporters-correspondents-and-broadcast-news-analysts.htm",
    "https://www.bls.gov/ooh/media-and-communication/technical-writers.htm",
    "https://www.bls.gov/ooh/media-and-communication/writers-and-authors.htm",
    "https://www.bls.gov/ooh/military/home.htm",
    "https://www.bls.gov/ooh/military/military-careers.htm",
    "https://www.bls.gov/ooh/office-and-administrative-support/bill-and-account-collectors.htm",
    "https://www.bls.gov/ooh/office-and-administrative-support/bookkeeping-accounting-and-auditing-clerks.htm",
    "https://www.bls.gov/ooh/office-and-administrative-support/customer-service-representatives.htm",
    "https://www.bls.gov/ooh/office-and-administrative-support/desktop-publishers.htm",
    "https://www.bls.gov/ooh/office-and-administrative-support/financial-clerks.htm",
    "https://www.bls.gov/ooh/office-and-administrative-support/general-office-clerks.htm",
    "https://www.bls.gov/ooh/office-and-administrative-support/home.htm",
    "https://www.bls.gov/ooh/office-and-administrative-support/information-clerks.htm",
    "https://www.bls.gov/ooh/office-and-administrative-support/material-recording-clerks.htm",
    "https://www.bls.gov/ooh/office-and-administrative-support/police-fire-and-ambulance-dispatchers.htm",
    "https://www.bls.gov/ooh/office-and-administrative-support/postal-service-workers.htm",
    "https://www.bls.gov/ooh/office-and-administrative-support/receptionists.htm",
    "https://www.bls.gov/ooh/office-and-administrative-support/secretaries-and-administrative-assistants.htm",
    "https://www.bls.gov/ooh/office-and-administrative-support/tellers.htm",
    "https://www.bls.gov/ooh/personal-care-and-service/animal-care-and-service-workers.htm",
    "https://www.bls.gov/ooh/personal-care-and-service/barbers-hairstylists-and-cosmetologists.htm",
    "https://www.bls.gov/ooh/personal-care-and-service/childcare-workers.htm",
    "https://www.bls.gov/ooh/personal-care-and-service/fitness-trainers-and-instructors.htm",
    "https://www.bls.gov/ooh/personal-care-and-service/funeral-service-occupations.htm",
    "https://www.bls.gov/ooh/personal-care-and-service/gaming-services-occupations.htm",
    "https://www.bls.gov/ooh/personal-care-and-service/home.htm",
    "https://www.bls.gov/ooh/personal-care-and-service/manicurists-and-pedicurists.htm",
    "https://www.bls.gov/ooh/personal-care-and-service/recreation-workers.htm",
    "https://www.bls.gov/ooh/personal-care-and-service/skincare-specialists.htm",
    "https://www.bls.gov/ooh/production/assemblers-and-fabricators.htm",
    "https://www.bls.gov/ooh/production/bakers.htm",
    "https://www.bls.gov/ooh/production/butchers-and-meat-cutters.htm",
    "https://www.bls.gov/ooh/production/dental-and-ophthalmic-laboratory-technicians-and-medical-appliance-technicians.htm",
    "https://www.bls.gov/ooh/production/food-and-tobacco-processing-workers.htm",
    "https://www.bls.gov/ooh/production/home.htm",
    "https://www.bls.gov/ooh/production/jewelers-and-precious-stone-and-metal-workers.htm",
    "https://www.bls.gov/ooh/production/machinists-and-tool-and-die-makers.htm",
    "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm",
    "https://www.bls.gov/ooh/production/painting-and-coating-workers.htm",
    "https://www.bls.gov/ooh/production/power-plant-operators-distributors-and-dispatchers.htm",
    "https://www.bls.gov/ooh/production/quality-control-inspectors.htm",
    "https://www.bls.gov/ooh/production/semiconductor-processing-technicians.htm",
    "https://www.bls.gov/ooh/production/stationary-engineers-and-boiler-operators.htm",
    "https://www.bls.gov/ooh/production/water-and-wastewater-treatment-plant-and-system-operators.htm",
    "https://www.bls.gov/ooh/production/welders-cutters-solderers-and-brazers.htm",
    "https://www.bls.gov/ooh/production/woodworkers.htm",
    "https://www.bls.gov/ooh/protective-service/correctional-officers.htm",
    "https://www.bls.gov/ooh/protective-service/fire-inspectors-and-investigators.htm",
    "https://www.bls.gov/ooh/protective-service/firefighters.htm",
    "https://www.bls.gov/ooh/protective-service/home.htm",
    "https://www.bls.gov/ooh/protective-service/police-and-detectives.htm",
    "https://www.bls.gov/ooh/protective-service/private-detectives-and-investigators.htm",
    "https://www.bls.gov/ooh/protective-service/security-guards.htm",
    "https://www.bls.gov/ooh/sales/advertising-sales-agents.htm",
    "https://www.bls.gov/ooh/sales/cashiers.htm",
    "https://www.bls.gov/ooh/sales/home.htm",
    "https://www.bls.gov/ooh/sales/insurance-sales-agents.htm",
    "https://www.bls.gov/ooh/sales/models.htm",
    "https://www.bls.gov/ooh/sales/real-estate-brokers-and-sales-agents.htm",
    "https://www.bls.gov/ooh/sales/retail-sales-workers.htm",
    "https://www.bls.gov/ooh/sales/sales-engineers.htm",
    "https://www.bls.gov/ooh/sales/securities-commodities-and-financial-services-sales-agents.htm",
    "https://www.bls.gov/ooh/sales/travel-agents.htm",
    "https://www.bls.gov/ooh/sales/wholesale-and-manufacturing-sales-representatives.htm",
    "https://www.bls.gov/ooh/transportation-and-material-moving/air-traffic-controllers.htm",
    "https://www.bls.gov/ooh/transportation-and-material-moving/airline-and-commercial-pilots.htm",
    "https://www.bls.gov/ooh/transportation-and-material-moving/bus-drivers.htm",
    "https://www.bls.gov/ooh/transportation-and-material-moving/delivery-truck-drivers-and-driver-sales-workers.htm",
    "https://www.bls.gov/ooh/transportation-and-material-moving/flight-attendants.htm",
    "https://www.bls.gov/ooh/transportation-and-material-moving/hand-laborers-and-material-movers.htm",
    "https://www.bls.gov/ooh/transportation-and-material-moving/heavy-and-tractor-trailer-truck-drivers.htm",
    "https://www.bls.gov/ooh/transportation-and-material-moving/home.htm",
    "https://www.bls.gov/ooh/transportation-and-material-moving/material-moving-machine-operators.htm",
    "https://www.bls.gov/ooh/transportation-and-material-moving/railroad-occupations.htm",
    "https://www.bls.gov/ooh/transportation-and-material-moving/taxi-drivers-and-chauffeurs.htm",
    "https://www.bls.gov/ooh/transportation-and-material-moving/water-transportation-occupations.htm",
]
```


key: chroma:document
string_value:
{
    "title": "Critical and Analytical Thinking: U.S. Bureau of Labor Statistics",
    "description": "",
    "source": "www.bls.gov",
    "link": "https://www.bls.gov/emp/skills/critical-and-analytical-thinking.htm",
    "date": "2024-08-29",
    "text": [

1COL CMS LAYOUT COL1 ENDno_index_endOneColHeadBasic EndEmployment ProjectionsSHARE ON:[Bureau of Labor Statistics](https://www.bls.gov)>[Employment Projections](/emp/)>Home

- [Employment Projections](/emp/)

- Home

## Critical and analytical thinking

Applies logic and reasoning to analyze information, identify strengths and weaknesses of various approaches and solutions to problems, and draw conclusions.

Other available formats: ([XLSX](/emp/skills/skills.xlsx))

| 2023 National Employment Matrix title | 2023 National Employment Matrix code | Skill score[1] | Employment, 2023 | Employment, 2033 | Employment change, numeric, 2023–33 | Employment change, percent, 2023–33 |

\| --- | --- | --- | --- | --- | --- | --- |

\| Operations research analysts | 15-2031 | 4.3 | 123.3 | 151.6 | 28.3 | 23.0 |

\| Epidemiologists | 19-1041 | 4.2 | 11.0 | 13.1 | 2.1 | 18.8 |

\| Chief executives | 11-1011 | 4.1 | 313.9 | 331.1 | 17.2 | 5.5 |

\| Legislators[2] | 11-1031 | 4.1 | 33.7 | 35.0 | 1.4 | 4.1 |

\| Software developers[2] | 15-1252 | 4.1 | 1,692.1 | 1,995.7 | 303.7 | 17.9 |

\| Actuaries | 15-2011 | 4.1 | 30.2 | 36.8 | 6.6 | 21.8 |

\| Aerospace engineers | 17-2011 | 4.1 | 68.9 | 73.0 | 4.1 | 6.0 |

\| Bioengineers and biomedical engineers | 17-2031 | 4.1 | 19.7 | 21.2 | 1.5 | 7.4 |

\| Chemical engineers | 17-2041 | 4.1 | 21.4 | 23.5 | 2.1 | 9.8 |

\| Nuclear engineers | 17-2161 | 4.1 | 13.4 | 13.3 | -0.1 | -0.8 |

\| Biochemists and biophysicists | 19-1021 | 4.1 | 35.7 | 39.0 | 3.2 | 9.0 |

\| Industrial-organizational psychologists | 19-3032 | 4.1 | 8.6 | 9.1 | 0.5 | 5.8 |

\| Medical and health services managers | 11-9111 | 4.0 | 562.7 | 723.3 | 160.6 | 28.5 |

\| Management analysts | 13-1111 | 4.0 | 1,018.3 | 1,126.2 | 107.9 | 10.6 |

\| Market research analysts and marketing specialists | 13-1161 | 4.0 | 903.4 | 978.3 | 74.9 | 8.3 |

\| Financial examiners | 13-2061 | 4.0 | 65.5 | 79.2 | 13.8 | 21.0 |

\| Computer and information research scientists | 15-1221 | 4.0 | 36.6 | 46.0 | 9.4 | 25.6 |

\| Mathematicians | 15-2021 | 4.0 | 2.5 | 2.5 | 0.1 | 3.7 |

\| Mathematical science occupations, all other[2] | 15-2099 | 4.0 | 4.6 | 4.9 | 0.3 | 6.9 |

\| Architects, except landscape and naval | 17-1011 | 4.0 | 127.3 | 137.2 | 9.9 | 7.8 |

\| Agricultural engineers | 17-2021 | 4.0 | 1.9 | 2.0 | 0.1 | 7.8 |

\| Computer hardware engineers | 17-2061 | 4.0 | 84.1 | 90.2 | 6.1 | 7.2 |

\| Electronics engineers, except computer | 17-2072 | 4.0 | 98.7 | 107.6 | 8.9 | 9.1 |

\| Mining and geological engineers, including mining safety engineers | 17-2151 | 4.0 | 7.1 | 7.3 | 0.1 | 2.0 |

\| Animal scientists | 19-1011 | 4.0 | 2.5 | 2.7 | 0.2 | 7.9 |

\| Astronomers | 19-2011 | 4.0 | 2.4 | 2.6 | 0.2 | 7.4 |

\| Physicists | 19-2012 | 4.0 | 21.1 | 22.6 | 1.5 | 7.2 |

\| Materials scientists | 19-2032 | 4.0 | 9.2 | 10.0 | 0.8 | 8.7 |

\| Economists | 19-3011 | 4.0 | 17.5 | 18.4 | 0.9 | 5.1 |

\| Computer and information systems managers | 11-3021 | 3.9 | 613.5 | 720.4 | 106.9 | 17.4 |

\| Education administrators, kindergarten through secondary | 11-9032 | 3.9 | 316.6 | 315.0 | -1.6 | -0.5 |

\| Natural sciences managers | 11-9121 | 3.9 | 100.1 | 107.6 | 7.5 | 7.5 |

\| Computer systems analysts | 15-1211 | 3.9 | 527.2 | 583.7 | 56.5 | 10.7 |

\| Computer network architects | 15-1241 | 3.9 | 177.8 | 201.7 | 23.9 | 13.4 |

\| Database architects | 15-1243 | 3.9 | 61.4 | 68.0 | 6.6 | 10.8 |

\| Computer programmers | 15-1251 | 3.9 | 139.4 | 126.0 | -13.4 | -9.6 |

\| Computer occupations, all other[2] | 15-1299 | 3.9 | 470.9 | 522.0 | 51.1 | 10.8 |

\| Statisticians | 15-2041 | 3.9 | 32.4 | 36.2 | 3.8 | 11.8 |

\| Data scientists[2] | 15-2051 | 3.9 | 202.9 | 276.0 | 73.1 | 36.0 |

\| Civil engineers | 17-2051 | 3.9 | 341.8 | 363.9 | 22.1 | 6.5 |

\| Electrical engineers | 17-2071 | 3.9 | 189.1 | 206.3 | 17.2 | 9.1 |

\| Marine engineers and naval architects | 17-2121 | 3.9 | 10.1 | 11.0 | 0.8 | 8.0 |

\| Materials engineers | 17-2131 | 3.9 | 25.0 | 26.9 | 1.8 | 7.4 |

\| Mechanical engineers | 17-2141 | 3.9 | 291.9 | 323.9 | 32.1 | 11.0 |

\| Petroleum engineers | 17-2171 | 3.9 | 20.8 | 21.3 | 0.5 | 2.4 |

\| Engineers, all other[2] | 17-2199 | 3.9 | 161.1 | 169.2 | 8.0 | 5.0 |

\| Soil and plant scientists | 19-1013 | 3.9 | 20.3 | 21.7 | 1.5 | 7.2 |

\| Microbiologists | 19-1022 | 3.9 | 23.2 | 24.8 | 1.6 | 6.7 |

\| Biological scientists, all other[2] | 19-1029 | 3.9 | 66.8 | 70.6 | 3.8 | 5.6 |

\| Medical scientists, except epidemiologists | 19-1042 | 3.9 | 146.6 | 163.4 | 16.8 | 11.5 |

\| Life scientists, all other[2] | 19-1099 | 3.9 | 8.0 | 8.5 | 0.5 | 6.5 |

\| Geoscientists, except hydrologists and geographers | 19-2042 | 3.9 | 26.0 | 27.4 | 1.4 | 5.5 |

\| Survey researchers | 19-3022 | 3.9 | 9.7 | 9.7 | 0.0 | -0.2 |

\| Sociologists | 19-3041 | 3.9 | 3.3 | 3.6 | 0.2 | 6.9 |

\| Urban and regional planners | 19-3051 | 3.9 | 45.2 | 47.1 | 2.0 | 4.3 |

\| Occupational health and safety specialists | 19-5011 | 3.9 | 125.9 | 144.7 | 18.8 | 14.9 |

\| Lawyers | 23-1011 | 3.9 | 859.0 | 903.3 | 44.2 | 5.2 |

\| Judges, magistrate judges, and magistrates | 23-1023 | 3.9 | 25.9 | 26.8 | 0.9 | 3.4 |

\| Oral and maxillofacial surgeons | 29-1022 | 3.9 | 4.8 | 5.0 | 0.2 | 3.3 |

\| Physician assistants | 29-1071 | 3.9 | 153.4 | 197.1 | 43.7 | 28.5 |

\| Speech-language pathologists | 29-1127 | 3.9 | 180.8 | 214.1 | 33.3 | 18.4 |

\| Nurse anesthetists | 29-1151 | 3.9 | 49.9 | 55.1 | 5.2 | 10.4 |

\| Nurse practitioners | 29-1171 | 3.9 | 292.5 | 427.9 | 135.5 | 46.3 |

\| Anesthesiologists | 29-1211 | 3.9 | 36.1 | 37.6 | 1.5 | 4.0 |

\| Cardiologists[2] | 29-1212 | 3.9 | 16.4 | 17.2 | 0.8 | 5.0 |

\| Emergency medicine physicians[2] | 29-1214 | 3.9 | 37.6 | 39.0 | 1.3 | 3.5 |

\| Family medicine physicians | 29-1215 | 3.9 | 120.3 | 126.1 | 5.7 | 4.8 |

\| General internal medicine physicians | 29-1216 | 3.9 | 73.8 | 76.3 | 2.5 | 3.4 |

\| Neurologists | 29-1217 | 3.9 | 10.1 | 10.8 | 0.7 | 6.8 |

\| Obstetricians and gynecologists | 29-1218 | 3.9 | 21.3 | 22.0 | 0.7 | 3.3 |

\| Psychiatrists | 29-1223 | 3.9 | 27.0 | 29.1 | 2.1 | 7.6 |

\| Physicians, all other[2] | 29-1229 | 3.9 | 337.0 | 350.1 | 13.1 | 3.9 |

\| Air traffic controllers | 53-2021 | 3.9 | 24.0 | 24.7 | 0.7 | 2.9 |

\| Emergency management directors | 11-9161 | 3.8 | 12.4 | 12.9 | 0.5 | 4.0 |

\| Logisticians | 13-1081 | 3.8 | 237.1 | 282.9 | 45.8 | 19.3 |

\| Project management specialists[2] | 13-1082 | 3.8 | 973.6 | 1,043.4 | 69.9 | 7.2 |

\| Budget analysts | 13-2031 | 3.8 | 50.8 | 52.7 | 2.0 | 3.9 |

\| Credit analysts | 13-2041 | 3.8 | 73.7 | 70.8 | -2.8 | -3.9 |

\| Financial risk specialists[2] | 13-2054 | 3.8 | 57.5 | 62.3 | 4.8 | 8.4 |

\| Information security analysts | 15-1212 | 3.8 | 180.7 | 239.8 | 59.1 | 32.7 |

\| Network and computer systems administrators | 15-1244 | 3.8 | 335.4 | 326.6 | -8.8 | -2.6 |

\| Software quality assurance analysts and testers | 15-1253 | 3.8 | 205.0 | 229.2 | 24.2 | 11.8 |

\| Landscape architects | 17-1012 | 3.8 | 24.7 | 25.8 | 1.2 | 4.7 |

\| Health and safety engineers, except mining safety engineers and inspectors | 17-2111 | 3.8 | 23.1 | 24.3 | 1.2 | 5.1 |

\| Food scientists and technologists | 19-1012 | 3.8 | 14.5 | 15.7 | 1.3 | 8.9 |

\| Atmospheric and space scientists | 19-2021 | 3.8 | 9.9 | 10.5 | 0.6 | 5.6 |

\| Chemists | 19-2031 | 3.8 | 87.2 | 93.8 | 6.6 | 7.6 |

\| Environmental scientists and specialists, including health | 19-2041 | 3.8 | 84.6 | 90.7 | 6.1 | 7.3 |

\| Hydrologists | 19-2043 | 3.8 | 6.5 | 6.7 | 0.2 | 2.8 |

\| Physical scientists, all other[2] | 19-2099 | 3.8 | 34.1 | 34.9 | 0.8 | 2.3 |

\| Anthropologists and archeologists | 19-3091 | 3.8 | 8.7 | 9.3 | 0.7 | 7.8 |

\| Geographers | 19-3092 | 3.8 | 1.6 | 1.7 | 0.0 | 2.5 |

\| Political scientists | 19-3094 | 3.8 | 6.2 | 6.3 | 0.2 | 2.6 |

\| Hydrologic technicians[2] | 19-4044 | 3.8 | 3.2 | 3.3 | 0.1 | 2.4 |

\| Architecture teachers, postsecondary | 25-1031 | 3.8 | 10.7 | 11.0 | 0.3 | 3.2 |

\| Engineering teachers, postsecondary | 25-1032 | 3.8 | 48.8 | 53.3 | 4.5 | 9.2 |

\| Atmospheric, earth, marine, and space sciences teachers, postsecondary | 25-1051 | 3.8 | 14.4 | 15.0 | 0.5 | 3.8 |

\| Chemistry teachers, postsecondary | 25-1052 | 3.8 | 25.4 | 26.2 | 0.9 | 3.4 |

\| Sociology teachers, postsecondary | 25-1067 | 3.8 | 16.1 | 16.6 | 0.5 | 3.4 |

\| Social work teachers, postsecondary | 25-1113 | 3.8 | 15.1 | 15.7 | 0.5 | 3.6 |

\| History teachers, postsecondary | 25-1125 | 3.8 | 25.8 | 26.0 | 0.2 | 0.9 |

\| Optometrists | 29-1041 | 3.8 | 49.3 | 53.6 | 4.3 | 8.7 |

\| Physicians, pathologists | 29-1222 | 3.8 | 11.8 | 12.5 | 0.6 | 5.5 |

\| Radiologists | 29-1224 | 3.8 | 34.3 | 35.6 | 1.2 | 3.6 |

\| Ophthalmologists, except pediatric | 29-1241 | 3.8 | 12.4 | 12.9 | 0.6 | 4.5 |

\| Orthopedic surgeons, except pediatric[2] | 29-1242 | 3.8 | 16.0 | 16.6 | 0.7 | 4.2 |

\| Pediatric surgeons[2] | 29-1243 | 3.8 | 1.3 | 1.3 | 0.0 | 2.0 |

\| Surgeons, all other[2] | 29-1249 | 3.8 | 28.4 | 29.6 | 1.2 | 4.3 |

\| Sales engineers | 41-9031 | 3.8 | 59.7 | 63.4 | 3.7 | 6.3 |

\| Marketing managers | 11-2021 | 3.7 | 389.1 | 420.8 | 31.7 | 8.2 |

\| Sales managers | 11-2022 | 3.7 | 584.8 | 619.1 | 34.3 | 5.9 |

\| Industrial production managers | 11-3051 | 3.7 | 230.1 | 236.7 | 6.5 | 2.8 |

\| Purchasing managers | 11-3061 | 3.7 | 81.3 | 85.4 | 4.1 | 5.1 |

\| Human resources managers | 11-3121 | 3.7 | 208.9 | 222.5 | 13.5 | 6.5 |

\| Training and development managers | 11-3131 | 3.7 | 43.2 | 46.4 | 3.2 | 7.3 |

\| Education administrators, all other[2] | 11-9039 | 3.7 | 57.7 | 59.1 | 1.4 | 2.5 |

\| Architectural and engineering managers | 11-9041 | 3.7 | 210.2 | 221.8 | 11.6 | 5.5 |

\| Cost estimators | 13-1051 | 3.7 | 227.9 | 219.6 | -8.3 | -3.6 |

\| Compensation, benefits, and job analysis specialists | 13-1141 | 3.7 | 103.7 | 111.0 | 7.2 | 7.0 |

\| Business operations specialists, all other[2] | 13-1199 | 3.7 | 1,181.5 | 1,245.3 | 63.8 | 5.4 |

\| Accountants and auditors | 13-2011 | 3.7 | 1,562.0 | 1,653.4 | 91.4 | 5.8 |

\| Financial and investment analysts[2] | 13-2051 | 3.7 | 347.4 | 380.5 | 33.1 | 9.5 |

\| Personal financial advisors | 13-2052 | 3.7 | 321.0 | 375.9 | 55.0 | 17.1 |

\| Database administrators | 15-1242 | 3.7 | 80.5 | 87.1 | 6.6 | 8.2 |

\| Web developers | 15-1254 | 3.7 | 94.1 | 102.5 | 8.5 | 9.0 |

\| Web and digital interface designers[2] | 15-1255 | 3.7 | 128.6 | 138.8 | 10.2 | 7.9 |

\| Environmental engineers | 17-2081 | 3.7 | 41.3 | 44.2 | 2.9 | 6.9 |

\| Industrial engineers | 17-2112 | 3.7 | 336.6 | 377.5 | 40.9 | 12.2 |

\| Aerospace engineering and operations technologists and technicians | 17-3021 | 3.7 | 11.0 | 11.9 | 0.9 | 7.9 |

\| Industrial engineering technologists and technicians | 17-3026 | 3.7 | 74.5 | 77.6 | 3.0 | 4.1 |

\| Calibration technologists and technicians[2] | 17-3028 | 3.7 | 13.8 | 14.5 | 0.8 | 5.5 |

\| Foresters | 19-1032 | 3.7 | 15.4 | 15.9 | 0.5 | 3.0 |

\| Social scientists and related workers, all other[2] | 19-3099 | 3.7 | 39.2 | 40.6 | 1.3 | 3.4 |

\| Occupational health and safety technicians | 19-5012 | 3.7 | 27.6 | 30.8 | 3.2 | 11.4 |

\| Administrative law judges, adjudicators, and hearing officers | 23-1021 | 3.7 | 15.8 | 16.1 | 0.3 | 2.1 |

\| Computer science teachers, postsecondary | 25-1021 | 3.7 | 45.0 | 47.7 | 2.7 | 6.1 |

\| Biological science teachers, postsecondary | 25-1042 | 3.7 | 64.9 | 70.3 | 5.4 | 8.4 |

\| Forestry and conservation science teachers, postsecondary | 25-1043 | 3.7 | 1.6 | 1.7 | 0.1 | 5.0 |

\| Environmental science teachers, postsecondary | 25-1053 | 3.7 | 9.1 | 9.4 | 0.4 | 3.9 |

\| Physics teachers, postsecondary | 25-1054 | 3.7 | 17.7 | 18.4 | 0.7 | 3.7 |

\| Anthropology and archeology teachers, postsecondary | 25-1061 | 3.7 | 6.3 | 6.5 | 0.2 | 3.8 |

\| Economics teachers, postsecondary | 25-1063 | 3.7 | 15.5 | 16.0 | 0.5 | 3.5 |

\| Geography teachers, postsecondary | 25-1064 | 3.7 | 4.3 | 4.5 | 0.2 | 4.3 |

\| Political science teachers, postsecondary | 25-1065 | 3.7 | 21.7 | 22.4 | 0.7 | 3.3 |

\| Psychology teachers, postsecondary | 25-1066 | 3.7 | 51.1 | 53.6 | 2.6 | 5.0 |

\| Social sciences teachers, postsecondary, all other[2] | 25-1069 | 3.7 | 20.3 | 20.8 | 0.6 | 2.7 |

\| Nursing instructors and teachers, postsecondary | 25-1072 | 3.7 | 89.9 | 105.9 | 16.1 | 17.9 |

\| Education teachers, postsecondary | 25-1081 | 3.7 | 77.2 | 79.7 | 2.5 | 3.3 |

\| Library science teachers, postsecondary | 25-1082 | 3.7 | 5.3 | 5.5 | 0.2 | 4.2 |

\| Law teachers, postsecondary | 25-1112 | 3.7 | 19.0 | 19.4 | 0.4 | 2.2 |

\| Coaches and scouts | 27-2022 | 3.7 | 307.1 | 334.0 | 26.9 | 8.8 |

\| Orthodontists | 29-1023 | 3.7 | 7.4 | 7.7 | 0.3 | 3.7 |

\| Dietitians and nutritionists | 29-1031 | 3.7 | 81.3 | 87.3 | 6.0 | 7.4 |

\| Podiatrists | 29-1081 | 3.7 | 9.7 | 9.8 | 0.1 | 1.4 |

\| Occupational therapists | 29-1122 | 3.7 | 150.5 | 167.3 | 16.8 | 11.1 |

\| Therapists, all other[2] | 29-1129 | 3.7 | 43.2 | 48.3 | 5.1 | 11.8 |

\| Veterinarians | 29-1131 | 3.7 | 88.2 | 105.0 | 16.8 | 19.1 |

\| Nurse midwives | 29-1161 | 3.7 | 7.2 | 7.7 | 0.5 | 7.1 |

\| Audiologists | 29-1181 | 3.7 | 14.4 | 16.0 | 1.6 | 10.9 |

\| Pediatricians, general | 29-1221 | 3.7 | 37.7 | 38.5 | 0.8 | 2.1 |

\| Health information technologists and medical registrars[2] | 29-9021 | 3.7 | 39.1 | 45.5 | 6.4 | 16.3 |

\| Airline pilots, copilots, and flight engineers | 53-2011 | 3.7 | 96.3 | 101.1 | 4.8 | 5.0 |

\| General and operations managers | 11-1021 | 3.6 | 3,630.1 | 3,840.5 | 210.4 | 5.8 |

\| Facilities managers[2] | 11-3013 | 3.6 | 140.5 | 147.9 | 7.4 | 5.3 |

\| Transportation, storage, and distribution managers | 11-3071 | 3.6 | 211.8 | 230.8 | 19.1 | 9.0 |

\| Compensation and benefits managers | 11-3111 | 3.6 | 19.1 | 19.5 | 0.4 | 2.1 |

\| Construction managers | 11-9021 | 3.6 | 520.9 | 568.5 | 47.6 | 9.1 |

\| Education administrators, postsecondary | 11-9033 | 3.6 | 216.4 | 222.7 | 6.2 | 2.9 |

\| Social and community service managers | 11-9151 | 3.6 | 199.5 | 215.9 | 16.4 | 8.2 |

\| Managers, all other[2] | 11-9199 | 3.6 | 1,282.5 | 1,356.2 | 73.7 | 5.7 |

\| Training and development specialists | 13-1151 | 3.6 | 420.1 | 468.6 | 48.5 | 11.5 |

\| Financial specialists, all other[2] | 13-2099 | 3.6 | 129.8 | 137.9 | 8.1 | 6.2 |

\| Surveyors | 17-1022 | 3.6 | 52.6 | 55.7 | 3.1 | 5.9 |

\| Environmental engineering technologists and technicians | 17-3025 | 3.6 | 14.2 | 14.5 | 0.3 | 2.3 |

\| Mechanical engineering technologists and technicians | 17-3027 | 3.6 | 39.9 | 40.7 | 0.8 | 1.9 |

\| Engineering technologists and technicians, except drafters, all other[2] | 17-3029 | 3.6 | 69.5 | 72.6 | 3.1 | 4.4 |

\| Zoologists and wildlife biologists | 19-1023 | 3.6 | 18.8 | 19.6 | 0.8 | 4.4 |

\| School psychologists | 19-3034 | 3.6 | 65.5 | 66.0 | 0.5 | 0.7 |

\| Psychologists, all other[2] | 19-3039 | 3.6 | 56.6 | 59.4 | 2.9 | 5.0 |

\| Chemical technicians | 19-4031 | 3.6 | 58.3 | 61.4 | 3.2 | 5.5 |

\| Marriage and family therapists | 21-1013 | 3.6 | 76.0 | 88.2 | 12.3 | 16.2 |

\| Substance abuse, behavioral disorder, and mental health counselors | 21-1018 | 3.6 | 449.8 | 534.3 | 84.5 | 18.8 |

\| Mental health and substance abuse social workers | 21-1023 | 3.6 | 123.7 | 138.1 | 14.4 | 11.6 |

\| Health education specialists | 21-1091 | 3.6 | 62.1 | 66.4 | 4.3 | 7.0 |

\| Arbitrators, mediators, and conciliators | 23-1022 | 3.6 | 8.2 | 8.7 | 0.5 | 6.1 |

\| Business teachers, postsecondary | 25-1011 | 3.6 | 104.9 | 111.9 | 7.0 | 6.7 |

\| Mathematical science teachers, postsecondary | 25-1022 | 3.6 | 58.5 | 60.4 | 1.9 | 3.3 |

\| Agricultural sciences teachers, postsecondary | 25-1041 | 3.6 | 9.5 | 9.9 | 0.5 | 4.8 |

\| Area, ethnic, and cultural studies teachers, postsecondary | 25-1062 | 3.6 | 14.7 | 15.3 | 0.5 | 3.6 |

\| Health specialties teachers, postsecondary | 25-1071 | 3.6 | 284.2 | 337.5 | 53.3 | 18.8 |

\| Criminal justice and law enforcement teachers, postsecondary | 25-1111 | 3.6 | 16.1 | 16.6 | 0.5 | 2.9 |

\| Philosophy and religion teachers, postsecondary | 25-1126 | 3.6 | 26.4 | 27.0 | 0.5 | 2.0 |

\| Recreation and fitness studies teachers, postsecondary | 25-1193 | 3.6 | 16.2 | 16.7 | 0.6 | 3.4 |

\| Postsecondary teachers, all other[2] | 25-1199 | 3.6 | 202.5 | 209.0 | 6.5 | 3.2 |

\| Curators | 25-4012 | 3.6 | 14.2 | 16.0 | 1.7 | 12.2 |

\| Farm and home management educators | 25-9021 | 3.6 | 9.8 | 9.7 | -0.2 | -1.7 |

\| Instructional coordinators | 25-9031 | 3.6 | 225.2 | 229.3 | 4.1 | 1.8 |

\| Fashion designers | 27-1022 | 3.6 | 21.9 | 22.9 | 1.0 | 4.7 |

\| Dentists, general | 29-1021 | 3.6 | 141.0 | 147.7 | 6.7 | 4.8 |

\| Dentists, all other specialists[2] | 29-1029 | 3.6 | 6.7 | 6.9 | 0.2 | 2.3 |

\| Pharmacists | 29-1051 | 3.6 | 337.7 | 355.9 | 18.3 | 5.4 |

\| Physical therapists | 29-1123 | 3.6 | 259.2 | 296.0 | 36.8 | 14.2 |

\| Respiratory therapists | 29-1126 | 3.6 | 133.9 | 151.4 | 17.5 | 13.1 |

\| Exercise physiologists | 29-1128 | 3.6 | 21.5 | 23.7 | 2.2 | 10.4 |

\| Registered nurses | 29-1141 | 3.6 | 3,300.1 | 3,497.3 | 197.2 | 6.0 |

\| Healthcare diagnosing or treating practitioners, all other[2] | 29-1299 | 3.6 | 40.4 | 41.5 | 1.0 | 2.6 |

\| Paramedics[2] | 29-2043 | 3.6 | 100.6 | 106.5 | 5.9 | 5.9 |

\| Orthotists and prosthetists | 29-2091 | 3.6 | 9.1 | 10.4 | 1.4 | 15.1 |

\| First-line supervisors of police and detectives | 33-1012 | 3.6 | 144.5 | 150.0 | 5.5 | 3.8 |

\| Private detectives and investigators | 33-9021 | 3.6 | 38.8 | 40.7 | 1.9 | 5.0 |

\| Advertising and promotions managers | 11-2011 | 3.5 | 22.2 | 21.7 | -0.6 | -2.6 |

\| Public relations managers[2] | 11-2032 | 3.5 | 78.4 | 83.8 | 5.4 | 6.9 |

\| Fundraising managers[2] | 11-2033 | 3.5 | 38.2 | 40.5 | 2.3 | 5.9 |

\| Administrative services managers | 11-3012 | 3.5 | 256.8 | 272.8 | 16.0 | 6.2 |

\| Financial managers | 11-3031 | 3.5 | 837.1 | 975.3 | 138.3 | 16.5 |

\| Farmers, ranchers, and other agricultural managers | 11-9013 | 3.5 | 856.6 | 842.9 | -13.8 | -1.6 |

\| Gambling managers | 11-9071 | 3.5 | 5.3 | 5.5 | 0.3 | 5.1 |

\| Postmasters and mail superintendents | 11-9131 | 3.5 | 13.2 | 12.8 | -0.4 | -3.0 |

\| Buyers and purchasing agents | 13-1020 | 3.5 | 524.1 | 561.4 | 37.2 | 7.1 |

\| Claims adjusters, examiners, and investigators | 13-1031 | 3.5 | 345.2 | 330.0 | -15.2 | -4.4 |

\| Meeting, convention, and event planners | 13-1121 | 3.5 | 149.0 | 158.9 | 9.9 | 6.6 |

\| Fundraisers | 13-1131 | 3.5 | 125.9 | 133.3 | 7.4 | 5.9 |

\| Insurance underwriters | 13-2053 | 3.5 | 118.4 | 113.7 | -4.7 | -4.0 |

\| Computer network support specialists | 15-1231 | 3.5 | 166.7 | 178.8 | 12.1 | 7.3 |

\| Civil engineering technologists and technicians | 17-3022 | 3.5 | 66.0 | 67.1 | 1.2 | 1.8 |

\| Electrical and electronic engineering technologists and technicians | 17-3023 | 3.5 | 99.6 | 102.6 | 3.0 | 3.0 |

\| Electro-mechanical and mechatronics technologists and technicians | 17-3024 | 3.5 | 15.8 | 15.6 | -0.2 | -1.2 |

\| Conservation scientists | 19-1031 | 3.5 | 25.9 | 27.4 | 1.4 | 5.6 |

\| Clinical and counseling psychologists | 19-3033 | 3.5 | 76.8 | 87.0 | 10.2 | 13.3 |

\| Biological technicians | 19-4021 | 3.5 | 83.1 | 88.6 | 5.5 | 6.6 |

\| Environmental science and protection technicians, including health | 19-4042 | 3.5 | 33.9 | 36.2 | 2.4 | 7.0 |

\| Rehabilitation counselors | 21-1015 | 3.5 | 87.6 | 89.2 | 1.6 | 1.8 |

\| Counselors, all other[2] | 21-1019 | 3.5 | 65.9 | 75.4 | 9.5 | 14.4 |

\| Healthcare social workers | 21-1022 | 3.5 | 193.2 | 211.9 | 18.7 | 9.7 |

\| Social workers, all other[2] | 21-1029 | 3.5 | 69.0 | 72.8 | 3.8 | 5.5 |

\| Judicial law clerks | 23-1012 | 3.5 | 15.6 | 16.1 | 0.5 | 3.4 |

\| Communications teachers, postsecondary | 25-1122 | 3.5 | 35.0 | 36.2 | 1.2 | 3.3 |

\| English language and literature teachers, postsecondary | 25-1123 | 3.5 | 70.1 | 70.9 | 0.8 | 1.1 |

\| Elementary school teachers, except special education | 25-2021 | 3.5 | 1,441.0 | 1,430.4 | -10.7 | -0.7 |

\| Career/technical education teachers, middle school | 25-2023 | 3.5 | 12.2 | 12.1 | -0.1 | -0.9 |

\| Special education teachers, middle school | 25-2057 | 3.5 | 88.6 | 87.8 | -0.8 | -0.9 |

\| Art directors | 27-1011 | 3.5 | 126.6 | 133.2 | 6.6 | 5.2 |

\| Commercial and industrial designers | 27-1021 | 3.5 | 34.0 | 35.1 | 1.1 | 3.1 |

\| Interior designers | 27-1025 | 3.5 | 92.2 | 95.9 | 3.7 | 4.0 |

\| Set and exhibit designers | 27-1027 | 3.5 | 29.6 | 31.1 | 1.5 | 5.1 |

\| Producers and directors | 27-2012 | 3.5 | 167.9 | 181.5 | 13.5 | 8.0 |

\| Public relations specialists | 27-3031 | 3.5 | 308.0 | 327.2 | 19.2 | 6.2 |

\| Lighting technicians[2] | 27-4015 | 3.5 | 10.8 | 10.5 | -0.3 | -3.0 |

\| Chiropractors | 29-1011 | 3.5 | 61.2 | 67.3 | 6.1 | 9.9 |

\| Prosthodontists | 29-1024 | 3.5 | 0.7 | 0.7 | 0.0 | 3.5 |

\| Dermatologists | 29-1213 | 3.5 | 13.0 | 13.9 | 0.9 | 7.1 |

\| Genetic counselors | 29-9092 | 3.5 | 3.5 | 4.1 | 0.6 | 16.1 |

\| Healthcare practitioners and technical workers, all other[2] | 29-9099 | 3.5 | 41.9 | 44.3 | 2.4 | 5.8 |

\| First-line supervisors of correctional officers | 33-1011 | 3.5 | 55.5 | 54.6 | -0.9 | -1.6 |

\| First-line supervisors of security workers[2] | 33-1091 | 3.5 | 67.8 | 70.3 | 2.5 | 3.7 |

\| First-line supervisors of protective service workers, all other[2] | 33-1099 | 3.5 | 20.7 | 21.6 | 0.8 | 4.0 |

\| Detectives and criminal investigators | 33-3021 | 3.5 | 113.4 | 116.0 | 2.6 | 2.3 |

\| Chefs and head cooks | 35-1011 | 3.5 | 187.1 | 202.6 | 15.5 | 8.3 |

\| First-line supervisors of office and administrative support workers | 43-1011 | 3.5 | 1,570.5 | 1,501.4 | -69.1 | -4.4 |

\| Statistical assistants | 43-9111 | 3.5 | 7.9 | 7.9 | 0.0 | 0.2 |

\| Electricians | 47-2111 | 3.5 | 779.8 | 864.1 | 84.3 | 10.8 |

\| First-line supervisors of mechanics, installers, and repairers | 49-1011 | 3.5 | 604.3 | 626.2 | 21.9 | 3.6 |

\| First-line supervisors of production and operating workers | 51-1011 | 3.5 | 690.9 | 695.1 | 4.2 | 0.6 |

\| Nuclear power reactor operators | 51-8011 | 3.5 | 5.8 | 5.2 | -0.6 | -10.3 |

\| Power distributors and dispatchers | 51-8012 | 3.5 | 9.2 | 9.1 | -0.1 | -1.4 |

\| Commercial pilots | 53-2012 | 3.5 | 56.5 | 59.7 | 3.2 | 5.7 |

\| Lodging managers | 11-9081 | 3.4 | 53.3 | 58.6 | 5.3 | 9.9 |

\| Compliance officers | 13-1041 | 3.4 | 403.9 | 425.8 | 21.9 | 5.4 |

\| Labor relations specialists | 13-1075 | 3.4 | 65.8 | 65.6 | -0.2 | -0.3 |

\| Property appraisers and assessors[2] | 13-2020 | 3.4 | 83.9 | 87.1 | 3.2 | 3.9 |

\| Credit counselors | 13-2071 | 3.4 | 31.8 | 33.3 | 1.5 | 4.9 |

\| Loan officers | 13-2072 | 3.4 | 334.1 | 338.7 | 4.5 | 1.4 |

\| Tax examiners and collectors, and revenue agents | 13-2081 | 3.4 | 54.0 | 55.0 | 1.0 | 1.9 |

\| Computer user support specialists | 15-1232 | 3.4 | 725.3 | 762.5 | 37.2 | 5.1 |

\| Architectural and civil drafters | 17-3011 | 3.4 | 112.3 | 113.6 | 1.3 | 1.1 |

\| Drafters, all other[2] | 17-3019 | 3.4 | 18.5 | 17.4 | -1.1 | -5.7 |

\| Social science research assistants | 19-4061 | 3.4 | 37.5 | 39.9 | 2.4 | 6.3 |

\| Forensic science technicians | 19-4092 | 3.4 | 18.6 | 21.2 | 2.5 | 13.6 |

\| Life, physical, and social science technicians, all other[2] | 19-4099 | 3.4 | 83.3 | 88.2 | 4.8 | 5.8 |

\| Educational, guidance, and career counselors and advisors | 21-1012 | 3.4 | 360.8 | 377.0 | 16.2 | 4.5 |

\| Child, family, and school social workers | 21-1021 | 3.4 | 365.9 | 383.8 | 17.9 | 4.9 |

\| Community and social service specialists, all other[2] | 21-1099 | 3.4 | 103.6 | 109.8 | 6.1 | 5.9 |

\| Directors, religious activities and education | 21-2021 | 3.4 | 155.9 | 159.4 | 3.5 | 2.2 |

\| Art, drama, and music teachers, postsecondary | 25-1121 | 3.4 | 127.4 | 130.9 | 3.5 | 2.7 |

\| Foreign language and literature teachers, postsecondary | 25-1124 | 3.4 | 26.1 | 26.4 | 0.3 | 1.0 |

\| Family and consumer sciences teachers, postsecondary | 25-1192 | 3.4 | 3.3 | 3.5 | 0.1 | 4.3 |

\| Career/technical education teachers, postsecondary | 25-1194 | 3.4 | 121.8 | 121.9 | 0.1 | 0.1 |

\| Secondary school teachers, except special and career/technical education | 25-2031 | 3.4 | 1,071.4 | 1,064.5 | -6.9 | -0.6 |

\| Special education teachers, preschool | 25-2051 | 3.4 | 25.7 | 26.1 | 0.4 | 1.6 |

\| Special education teachers, kindergarten and elementary school[2] | 25-2052 | 3.4 | 212.7 | 211.2 | -1.6 | -0.7 |

\| Special education teachers, secondary school | 25-2058 | 3.4 | 159.5 | 158.6 | -0.9 | -0.6 |

\| Special education teachers, all other[2] | 25-2059 | 3.4 | 45.1 | 46.0 | 1.0 | 2.1 |

\| Technical writers | 27-3042 | 3.4 | 50.1 | 52.1 | 2.0 | 4.0 |

\| Recreational therapists | 29-1125 | 3.4 | 16.6 | 17.3 | 0.7 | 4.3 |

\| Clinical laboratory technologists and technicians | 29-2010 | 3.4 | 344.2 | 362.5 | 18.2 | 5.3 |

\| Licensed practical and licensed vocational nurses | 29-2061 | 3.4 | 657.8 | 674.7 | 16.9 | 2.6 |

\| Athletic trainers | 29-9091 | 3.4 | 34.3 | 38.7 | 4.3 | 12.7 |

\| Fish and game wardens | 33-3031 | 3.4 | 6.8 | 6.5 | -0.3 | -5.0 |

\| Transit and railroad police | 33-3052 | 3.4 | 2.4 | 2.5 | 0.1 | 3.5 |

\| First-line supervisors of non-retail sales workers | 41-1012 | 3.4 | 347.8 | 351.9 | 4.1 | 1.2 |

\| Securities, commodities, and financial services sales agents | 41-3031 | 3.4 | 513.8 | 547.9 | 34.1 | 6.6 |

\| Construction and building inspectors | 47-4011 | 3.4 | 142.6 | 142.7 | 0.0 | 0.0 |

\| Explosives workers, ordnance handling experts, and blasters | 47-5032 | 3.4 | 4.8 | 4.8 | 0.1 | 1.2 |

\| Avionics technicians | 49-2091 | 3.4 | 21.9 | 23.5 | 1.7 | 7.6 |

\| Electrical and electronics repairers, commercial and industrial equipment | 49-2094 | 3.4 | 59.8 | 60.5 | 0.7 | 1.2 |

\| Electrical and electronics repairers, powerhouse, substation, and relay | 49-2095 | 3.4 | 25.4 | 25.7 | 0.2 | 0.8 |

\| Aircraft mechanics and service technicians | 49-3011 | 3.4 | 141.4 | 148.7 | 7.3 | 5.2 |

\| Fabric and apparel patternmakers | 51-6092 | 3.4 | 2.7 | 2.4 | -0.3 | -11.7 |

\| Computer numerically controlled tool programmers | 51-9162 | 3.4 | 28.3 | 32.5 | 4.2 | 14.9 |

\| First-line supervisors of transportation and material moving workers, except aircraft cargo handling supervisors[2] | 53-1047 | 3.4 | 594.1 | 625.6 | 31.5 | 5.3 |

\| Airfield operations specialists | 53-2022 | 3.4 | 18.7 | 19.7 | 1.0 | 5.3 |

\| Aircraft service attendants[2] | 53-6032 | 3.4 | 25.2 | 26.7 | 1.6 | 6.2 |

\| Traffic technicians | 53-6041 | 3.4 | 7.8 | 8.2 | 0.3 | 4.2 |

\| Education and childcare administrators, preschool and daycare | 11-9031 | 3.3 | 80.9 | 79.2 | -1.7 | -2.1 |

\| Tax preparers | 13-2082 | 3.3 | 103.8 | 108.2 | 4.4 | 4.2 |

\| Cartographers and photogrammetrists | 17-1021 | 3.3 | 12.9 | 13.7 | 0.8 | 6.3 |

\| Mechanical drafters | 17-3013 | 3.3 | 50.4 | 47.9 | -2.5 | -4.9 |

\| Surveying and mapping technicians | 17-3031 | 3.3 | 57.4 | 60.6 | 3.2 | 5.6 |

\| Historians | 19-3093 | 3.3 | 3.4 | 3.6 | 0.2 | 5.7 |

\| Geological technicians, except hydrologic technicians | 19-4043 | 3.3 | 9.2 | 9.5 | 0.3 | 3.8 |

\| Nuclear technicians | 19-4051 | 3.3 | 5.4 | 5.1 | -0.3 | -6.2 |

\| Forest and conservation technicians | 19-4071 | 3.3 | 31.3 | 31.8 | 0.5 | 1.7 |

\| Probation officers and correctional treatment specialists | 21-1092 | 3.3 | 90.7 | 94.0 | 3.2 | 3.6 |

\| Community health workers | 21-1094 | 3.3 | 63.4 | 71.7 | 8.3 | 13.1 |

\| Clergy | 21-2011 | 3.3 | 260.1 | 266.7 | 6.5 | 2.5 |

\| Religious workers, all other[2] | 21-2099 | 3.3 | 83.8 | 85.7 | 1.9 | 2.2 |

\| Middle school teachers, except special and career/technical education | 25-2022 | 3.3 | 640.0 | 635.3 | -4.7 | -0.7 |

\| Career/technical education teachers, secondary school | 25-2032 | 3.3 | 89.6 | 88.9 | -0.7 | -0.8 |

\| Archivists | 25-4011 | 3.3 | 8.8 | 9.5 | 0.7 | 8.0 |

\| Educational instruction and library workers, all other[2] | 25-9099 | 3.3 | 127.2 | 129.7 | 2.5 | 2.0 |

\| Artists and related workers, all other[2] | 27-1019 | 3.3 | 13.4 | 13.8 | 0.4 | 3.3 |

\| Entertainers and performers, sports and related workers, all other[2] | 27-2099 | 3.3 | 35.7 | 38.3 | 2.6 | 7.3 |

\| News analysts, reporters, and journalists | 27-3023 | 3.3 | 49.8 | 48.4 | -1.4 | -2.7 |

\| Editors | 27-3041 | 3.3 | 114.2 | 111.9 | -2.3 | -2.0 |

\| Audio and video technicians | 27-4011 | 3.3 | 87.3 | 91.9 | 4.6 | 5.3 |

\| Radiation therapists | 29-1124 | 3.3 | 17.2 | 17.7 | 0.5 | 3.1 |

\| Acupuncturists | 29-1291 | 3.3 | 22.1 | 23.3 | 1.2 | 5.5 |

\| Medical dosimetrists[2] | 29-2036 | 3.3 | 4.2 | 4.5 | 0.2 | 5.4 |

\| Dietetic technicians | 29-2051 | 3.3 | 25.0 | 26.1 | 1.1 | 4.3 |

\| Veterinary technologists and technicians | 29-2056 | 3.3 | 125.7 | 150.0 | 24.3 | 19.3 |

\| First-line supervisors of firefighting and prevention workers | 33-1021 | 3.3 | 87.0 | 90.7 | 3.6 | 4.2 |

\| Fire inspectors and investigators | 33-2021 | 3.3 | 14.9 | 15.5 | 0.7 | 4.5 |

\| Police and sheriff's patrol officers | 33-3051 | 3.3 | 674.2 | 700.6 | 26.4 | 3.9 |

\| Loan interviewers and clerks | 43-4131 | 3.3 | 206.1 | 201.2 | -4.9 | -2.4 |

\| Public safety telecommunicators | 43-5031 | 3.3 | 102.7 | 106.8 | 4.1 | 4.0 |

\| Agricultural inspectors | 45-2011 | 3.3 | 13.3 | 13.9 | 0.5 | 3.9 |

\| First-line supervisors of construction trades and extraction workers | 47-1011 | 3.3 | 853.2 | 903.4 | 50.3 | 5.9 |

\| Elevator and escalator installers and repairers | 47-4021 | 3.3 | 24.4 | 25.8 | 1.4 | 5.7 |

\| Telecommunications equipment installers and repairers, except line installers | 49-2022 | 3.3 | 162.3 | 156.8 | -5.5 | -3.4 |

\| Motorcycle mechanics | 49-3052 | 3.3 | 16.0 | 16.4 | 0.4 | 2.5 |

\| Heating, air conditioning, and refrigeration mechanics and installers | 49-9021 | 3.3 | 441.2 | 481.3 | 40.1 | 9.1 |

\| Wind turbine service technicians | 49-9081 | 3.3 | 11.4 | 18.2 | 6.8 | 60.1 |

\| Medical appliance technicians | 51-9082 | 3.3 | 13.0 | 13.5 | 0.5 | 3.9 |

\| Food service managers | 11-9051 | 3.2 | 393.6 | 399.5 | 5.9 | 1.5 |

\| Property, real estate, and community association managers | 11-9141 | 3.2 | 467.1 | 482.2 | 15.1 | 3.2 |

\| Human resources specialists | 13-1071 | 3.2 | 933.7 | 1,007.9 | 74.2 | 7.9 |

\| Electrical and electronics drafters | 17-3012 | 3.2 | 23.2 | 24.2 | 1.0 | 4.1 |

\| Social and human service assistants | 21-1093 | 3.2 | 433.0 | 467.4 | 34.4 | 7.9 |

\| Title examiners, abstractors, and searchers | 23-2093 | 3.2 | 56.3 | 56.9 | 0.6 | 1.0 |

\| Kindergarten teachers, except special education | 25-2012 | 3.2 | 122.7 | 121.8 | -0.8 | -0.7 |

\| Teaching assistants, except postsecondary[2] | 25-9045 | 3.2 | 1,389.2 | 1,381.0 | -8.2 | -0.6 |

\| Special effects artists and animators | 27-1014 | 3.2 | 73.3 | 76.4 | 3.2 | 4.3 |

\| Designers, all other[2] | 27-1029 | 3.2 | 30.4 | 31.3 | 0.9 | 3.0 |

\| Choreographers | 27-2032 | 3.2 | 5.4 | 5.7 | 0.3 | 5.3 |

\| Music directors and composers | 27-2041 | 3.2 | 50.3 | 51.6 | 1.4 | 2.7 |

\| Media and communication workers, all other[2] | 27-3099 | 3.2 | 27.0 | 29.1 | 2.2 | 8.0 |

\| Broadcast technicians | 27-4012 | 3.2 | 30.0 | 30.0 | 0.0 | 0.1 |

\| Film and video editors | 27-4032 | 3.2 | 47.2 | 49.4 | 2.2 | 4.7 |

\| Cardiovascular technologists and technicians | 29-2031 | 3.2 | 58.4 | 60.9 | 2.4 | 4.2 |

\| Diagnostic medical sonographers | 29-2032 | 3.2 | 84.9 | 97.7 | 12.8 | 15.1 |

\| Opticians, dispensing | 29-2081 | 3.2 | 77.3 | 79.5 | 2.3 | 2.9 |

\| Health technologists and technicians, all other[2] | 29-2099 | 3.2 | 177.9 | 190.4 | 12.5 | 7.0 |

\| Surgical assistants | 29-9093 | 3.2 | 21.3 | 22.7 | 1.4 | 6.7 |

\| Firefighters | 33-2011 | 3.2 | 326.8 | 340.5 | 13.7 | 4.2 |

\| Forest fire inspectors and prevention specialists | 33-2022 | 3.2 | 2.4 | 2.8 | 0.4 | 16.3 |

\| Correctional officers and jailers | 33-3012 | 3.2 | 370.9 | 346.0 | -24.8 | -6.7 |

\| Gambling surveillance officers and gambling investigators | 33-9031 | 3.2 | 11.0 | 11.3 | 0.3 | 2.6 |

\| First-line supervisors of entertainment and recreation workers, except gambling services[2] | 39-1014 | 3.2 | 123.3 | 134.6 | 11.2 | 9.1 |

\| First-line supervisors of personal service workers | 39-1022 | 3.2 | 155.9 | 171.7 | 15.8 | 10.1 |

\| First-line supervisors of retail sales workers | 41-1011 | 3.2 | 1,407.4 | 1,316.9 | -90.5 | -6.4 |

\| Real estate brokers | 41-9021 | 3.2 | 113.6 | 115.8 | 2.2 | 2.0 |

\| Procurement clerks | 43-3061 | 3.2 | 63.3 | 59.1 | -4.2 | -6.7 |

\| Brokerage clerks | 43-4011 | 3.2 | 49.7 | 48.2 | -1.4 | -2.8 |

\| Interviewers, except eligibility and loan | 43-4111 | 3.2 | 169.1 | 152.5 | -16.7 | -9.9 |

\| Desktop publishers | 43-9031 | 3.2 | 6.4 | 5.6 | -0.9 | -13.4 |

\| Boilermakers | 47-2011 | 3.2 | 11.3 | 11.2 | -0.1 | -1.2 |

\| Hazardous materials removal workers | 47-4041 | 3.2 | 50.3 | 50.9 | 0.5 | 1.0 |

\| Electrical and electronics installers and repairers, transportation equipment | 49-2093 | 3.2 | 7.6 | 8.2 | 0.5 | 6.9 |

\| Electronic equipment installers and repairers, motor vehicles | 49-2096 | 3.2 | 9.1 | 7.9 | -1.2 | -13.2 |

\| Automotive service technicians and mechanics | 49-3023 | 3.2 | 794.6 | 815.9 | 21.2 | 2.7 |

\| Bus and truck mechanics and diesel engine specialists | 49-3031 | 3.2 | 300.2 | 308.7 | 8.5 | 2.8 |

\| Farm equipment mechanics and service technicians | 49-3041 | 3.2 | 48.0 | 53.5 | 5.5 | 11.4 |

\| Musical instrument repairers and tuners | 49-9063 | 3.2 | 6.3 | 6.4 | 0.1 | 1.5 |

\| Commercial divers | 49-9092 | 3.2 | 3.2 | 3.5 | 0.3 | 8.3 |

\| Model makers, wood | 51-7031 | 3.2 | 1.1 | 1.0 | -0.1 | -12.8 |

\| Power plant operators | 51-8013 | 3.2 | 32.4 | 29.3 | -3.1 | -9.4 |

\| Gas plant operators | 51-8092 | 3.2 | 16.1 | 14.6 | -1.6 | -9.8 |

\| Computer numerically controlled tool operators | 51-9161 | 3.2 | 189.9 | 172.4 | -17.5 | -9.2 |

\| Aircraft cargo handling supervisors | 53-1041 | 3.2 | 9.1 | 9.7 | 0.7 | 7.7 |

\| Ship engineers | 53-5031 | 3.2 | 9.5 | 9.8 | 0.3 | 3.4 |

\| Transportation inspectors | 53-6051 | 3.2 | 29.7 | 30.8 | 1.2 | 3.9 |

\| Entertainment and recreation managers, except gambling[2] | 11-9072 | 3.1 | 35.8 | 39.7 | 3.9 | 10.8 |

\| Agents and business managers of artists, performers, and athletes | 13-1011 | 3.1 | 18.6 | 20.4 | 1.7 | 9.2 |

\| Agricultural technicians | 19-4012 | 3.1 | 19.6 | 20.8 | 1.2 | 5.9 |

\| Food science technicians | 19-4013 | 3.1 | 25.1 | 26.9 | 1.8 | 7.3 |

\| Legal support workers, all other[2] | 23-2099 | 3.1 | 47.3 | 47.8 | 0.5 | 1.0 |

\| Substitute teachers, short-term[2] | 25-3031 | 3.1 | 473.3 | 489.2 | 15.9 | 3.4 |

\| Tutors | 25-3041 | 3.1 | 195.1 | 196.4 | 1.3 | 0.7 |

\| Librarians and media collections specialists | 25-4022 | 3.1 | 142.2 | 146.4 | 4.2 | 2.9 |

\| Graphic designers | 27-1024 | 3.1 | 267.2 | 273.8 | 6.6 | 2.5 |

\| Athletes and sports competitors | 27-2021 | 3.1 | 25.1 | 27.8 | 2.8 | 11.1 |

\| Disc jockeys, except radio[2] | 27-2091 | 3.1 | 21.0 | 22.1 | 1.1 | 5.1 |

\| Broadcast announcers and radio disc jockeys | 27-3011 | 3.1 | 26.5 | 25.4 | -1.1 | -4.0 |

\| Media and communication equipment workers, all other[2] | 27-4099 | 3.1 | 13.3 | 13.7 | 0.5 | 3.4 |

\| Nuclear medicine technologists | 29-2033 | 3.1 | 17.8 | 17.6 | -0.2 | -1.3 |

\| Magnetic resonance imaging technologists | 29-2035 | 3.1 | 43.4 | 47.0 | 3.6 | 8.4 |

\| Psychiatric technicians | 29-2053 | 3.1 | 124.6 | 145.8 | 21.3 | 17.1 |

\| Hearing aid specialists | 29-2092 | 3.1 | 10.5 | 12.0 | 1.6 | 14.9 |

\| Occupational therapy assistants | 31-2011 | 3.1 | 47.5 | 58.1 | 10.6 | 22.3 |

\| Medical assistants | 31-9092 | 3.1 | 783.9 | 901.9 | 118.0 | 15.0 |

\| Animal control workers | 33-9011 | 3.1 | 12.0 | 12.6 | 0.6 | 4.9 |

\| First-line supervisors of food preparation and serving workers | 35-1012 | 3.1 | 1,211.4 | 1,288.2 | 76.8 | 6.3 |

\| First-line supervisors of landscaping, lawn service, and groundskeeping workers | 37-1012 | 3.1 | 222.4 | 230.2 | 7.8 | 3.5 |

\| Pest control workers | 37-2021 | 3.1 | 98.2 | 105.1 | 6.9 | 7.0 |

\| Morticians, undertakers, and funeral arrangers | 39-4031 | 3.1 | 25.3 | 26.1 | 0.9 | 3.5 |

\| Recreation workers | 39-9032 | 3.1 | 300.0 | 316.5 | 16.5 | 5.5 |

\| Residential advisors | 39-9041 | 3.1 | 95.7 | 100.7 | 5.0 | 5.2 |

\| Insurance sales agents | 41-3021 | 3.1 | 547.6 | 581.0 | 33.4 | 6.1 |

\| Eligibility interviewers, government programs | 43-4061 | 3.1 | 160.0 | 164.9 | 5.0 | 3.1 |

\| Dispatchers, except police, fire, and ambulance | 43-5032 | 3.1 | 215.4 | 215.7 | 0.4 | 0.2 |

\| Production, planning, and expediting clerks | 43-5061 | 3.1 | 399.2 | 418.7 | 19.5 | 4.9 |

\| First-line supervisors of farming, fishing, and forestry workers | 45-1011 | 3.1 | 68.9 | 71.0 | 2.1 | 3.1 |

\| Carpenters | 47-2031 | 3.1 | 923.1 | 961.6 | 38.6 | 4.2 |

\| Plumbers, pipefitters, and steamfitters | 47-2152 | 3.1 | 473.4 | 499.7 | 26.3 | 5.6 |

\| Computer, automated teller, and office machine repairers | 49-2011 | 3.1 | 85.7 | 84.0 | -1.7 | -2.0 |

\| Electric motor, power tool, and related repairers | 49-2092 | 3.1 | 17.7 | 18.6 | 0.9 | 5.0 |

\| Audiovisual equipment installers and repairers | 49-2097 | 3.1 | 27.8 | 28.3 | 0.5 | 1.9 |

\| Security and fire alarm systems installers | 49-2098 | 3.1 | 86.0 | 93.4 | 7.4 | 8.6 |

\| Mobile heavy equipment mechanics, except engines | 49-3042 | 3.1 | 191.1 | 207.3 | 16.2 | 8.5 |

\| Motorboat mechanics and service technicians | 49-3051 | 3.1 | 26.1 | 27.8 | 1.8 | 6.7 |

\| Home appliance repairers | 49-9031 | 3.1 | 37.5 | 37.8 | 0.3 | 0.8 |

\| Industrial machinery mechanics | 49-9041 | 3.1 | 429.5 | 503.3 | 73.8 | 17.2 |

\| Millwrights | 49-9044 | 3.1 | 42.3 | 44.3 | 2.0 | 4.8 |

\| Medical equipment repairers | 49-9062 | 3.1 | 67.0 | 79.3 | 12.3 | 18.4 |

\| Precision instrument and equipment repairers, all other[2] | 49-9069 | 3.1 | 10.9 | 11.2 | 0.4 | 3.5 |

\| Maintenance and repair workers, general | 49-9071 | 3.1 | 1,616.5 | 1,698.3 | 81.8 | 5.1 |

\| Manufactured building and mobile home installers | 49-9095 | 3.1 | 3.3 | 2.7 | -0.6 | -19.6 |

\| Installation, maintenance, and repair workers, all other[2] | 49-9099 | 3.1 | 201.5 | 208.7 | 7.2 | 3.6 |

\| Multiple machine tool setters, operators, and tenders, metal and plastic | 51-4081 | 3.1 | 130.0 | 132.3 | 2.3 | 1.8 |

\| Tool and die makers | 51-4111 | 3.1 | 59.1 | 53.3 | -5.8 | -9.7 |

\| Water and wastewater treatment plant and system operators | 51-8031 | 3.1 | 124.7 | 117.2 | -7.5 | -6.0 |

\| Chemical plant and system operators | 51-8091 | 3.1 | 18.4 | 18.2 | -0.1 | -0.8 |

\| Plant and system operators, all other[2] | 51-8099 | 3.1 | 15.8 | 16.3 | 0.5 | 3.2 |

\| Chemical equipment operators and tenders | 51-9011 | 3.1 | 121.9 | 115.4 | -6.5 | -5.4 |

\| Locomotive engineers | 53-4011 | 3.1 | 27.5 | 27.9 | 0.4 | 1.3 |

\| Railroad conductors and yardmasters | 53-4031 | 3.1 | 41.1 | 41.9 | 0.8 | 1.9 |

\| Captains, mates, and pilots of water vessels | 53-5021 | 3.1 | 40.2 | 41.2 | 0.9 | 2.3 |

\| Insurance appraisers, auto damage | 13-1032 | 3.0 | 10.5 | 9.5 | -1.0 | -9.2 |

\| Paralegals and legal assistants | 23-2011 | 3.0 | 366.2 | 370.5 | 4.3 | 1.2 |

\| Adult basic education, adult secondary education, and english as a second language instructors | 25-3011 | 3.0 | 41.7 | 36.4 | -5.3 | -12.7 |

\| Teachers and instructors, all other[2] | 25-3099 | 3.0 | 143.5 | 145.5 | 1.9 | 1.4 |

\| Museum technicians and conservators | 25-4013 | 3.0 | 14.4 | 16.0 | 1.6 | 10.7 |

\| Merchandise displayers and window trimmers | 27-1026 | 3.0 | 176.4 | 184.7 | 8.4 | 4.8 |

\| Sound engineering technicians | 27-4014 | 3.0 | 18.0 | 17.9 | -0.1 | -0.5 |

\| Photographers | 27-4021 | 3.0 | 151.1 | 156.9 | 5.8 | 3.9 |

\| Radiologic technologists and technicians | 29-2034 | 3.0 | 227.8 | 241.0 | 13.1 | 5.8 |

\| Pharmacy technicians | 29-2052 | 3.0 | 463.9 | 497.2 | 33.3 | 7.2 |

\| Physical therapist assistants | 31-2021 | 3.0 | 108.5 | 136.0 | 27.5 | 25.4 |

\| Medical equipment preparers | 31-9093 | 3.0 | 70.7 | 74.7 | 4.0 | 5.7 |

\| Healthcare support workers, all other[2] | 31-9099 | 3.0 | 108.5 | 114.6 | 6.1 | 5.6 |

\| Security guards | 33-9032 | 3.0 | 1,229.6 | 1,256.3 | 26.6 | 2.2 |

\| First-line supervisors of gambling services workers | 39-1013 | 3.0 | 33.2 | 34.9 | 1.7 | 5.2 |

\| Advertising sales agents | 41-3011 | 3.0 | 111.6 | 104.2 | -7.4 | -6.6 |

\| Sales representatives of services, except advertising, insurance, financial services, and travel[2] | 41-3091 | 3.0 | 1,170.3 | 1,214.5 | 44.2 | 3.8 |

\| Sales representatives, wholesale and manufacturing, technical and scientific products | 41-4011 | 3.0 | 325.3 | 335.3 | 10.0 | 3.1 |

\| Sales representatives, wholesale and manufacturing, except technical and scientific products | 41-4012 | 3.0 | 1,356.1 | 1,366.1 | 10.0 | 0.7 |

\| Real estate sales agents | 41-9022 | 3.0 | 430.7 | 438.7 | 7.9 | 1.8 |

\| Sales and related workers, all other[2] | 41-9099 | 3.0 | 137.2 | 142.6 | 5.3 | 3.9 |

\| Court, municipal, and license clerks | 43-4031 | 3.0 | 165.1 | 171.4 | 6.3 | 3.8 |

\| Customer service representatives | 43-4051 | 3.0 | 2,954.6 | 2,805.8 | -148.8 | -5.0 |

\| Reservation and transportation ticket agents and travel clerks | 43-4181 | 3.0 | 123.8 | 128.5 | 4.7 | 3.8 |

\| Miscellaneous construction and related workers[2] | 47-4090 | 3.0 | 31.6 | 32.9 | 1.3 | 4.0 |

\| Rotary drill operators, oil and gas | 47-5012 | 3.0 | 12.8 | 13.1 | 0.3 | 2.2 |

\| Radio, cellular, and tower equipment installers and repairers | 49-2021 | 3.0 | 12.0 | 12.9 | 0.8 | 6.8 |

\| Bicycle repairers | 49-3091 | 3.0 | 14.5 | 15.3 | 0.8 | 5.6 |

\| Recreational vehicle service technicians | 49-3092 | 3.0 | 18.4 | 20.2 | 1.8 | 9.9 |

\| Control and valve installers and repairers, except mechanical door | 49-9012 | 3.0 | 48.8 | 49.6 | 0.8 | 1.6 |

\| Electrical power-line installers and repairers | 49-9051 | 3.0 | 123.4 | 132.8 | 9.4 | 7.6 |

\| Telecommunications line installers and repairers | 49-9052 | 3.0 | 102.2 | 99.4 | -2.8 | -2.7 |

\| Watch and clock repairers | 49-9064 | 3.0 | 1.9 | 1.9 | 0.0 | 0.0 |

\| Rolling machine setters, operators, and tenders, metal and plastic | 51-4023 | 3.0 | 25.0 | 23.1 | -1.9 | -7.7 |

\| Drilling and boring machine tool setters, operators, and tenders, metal and plastic | 51-4032 | 3.0 | 5.8 | 4.7 | -1.1 | -19.2 |

\| Machinists | 51-4041 | 3.0 | 298.0 | 303.0 | 5.0 | 1.7 |

\| Model makers, metal and plastic | 51-4061 | 3.0 | 2.9 | 2.4 | -0.5 | -17.6 |

\| Cabinetmakers and bench carpenters | 51-7011 | 3.0 | 99.7 | 97.0 | -2.7 | -2.7 |

\| Patternmakers, wood | 51-7032 | 3.0 | 0.5 | 0.4 | -0.1 | -13.5 |

\| Stationary engineers and boiler operators | 51-8021 | 3.0 | 35.5 | 36.9 | 1.4 | 4.1 |

\| Petroleum pump system operators, refinery operators, and gaugers | 51-8093 | 3.0 | 33.6 | 32.8 | -0.8 | -2.3 |

\| Inspectors, testers, sorters, samplers, and weighers | 51-9061 | 3.0 | 595.5 | 577.7 | -17.8 | -3.0 |

\| Jewelers and precious stone and metal workers | 51-9071 | 3.0 | 46.2 | 44.5 | -1.7 | -3.7 |

\| Dental laboratory technicians | 51-9081 | 3.0 | 35.1 | 33.7 | -1.5 | -4.2 |

\| Rail transportation workers, all other[2] | 53-4099 | 3.0 | 1.9 | 2.0 | 0.1 | 3.5 |

\| Gas compressor and gas pumping station operators | 53-7071 | 3.0 | 4.5 | 4.5 | 0.1 | 1.2 |

\| Preschool teachers, except special education | 25-2011 | 2.9 | 528.5 | 551.8 | 23.3 | 4.4 |

\| Self-enrichment teachers | 25-3021 | 2.9 | 370.1 | 382.8 | 12.7 | 3.4 |

\| Teaching assistants, postsecondary | 25-9044 | 2.9 | 184.6 | 192.1 | 7.4 | 4.0 |

\| Fine artists, including painters, sculptors, and illustrators | 27-1013 | 2.9 | 26.3 | 27.4 | 1.1 | 4.0 |

\| Floral designers | 27-1023 | 2.9 | 53.7 | 48.1 | -5.6 | -10.4 |

\| Interpreters and translators | 27-3091 | 2.9 | 78.3 | 80.1 | 1.8 | 2.3 |

\| Dental hygienists | 29-1292 | 2.9 | 214.1 | 233.7 | 19.6 | 9.2 |

\| Surgical technologists | 29-2055 | 2.9 | 112.8 | 119.3 | 6.5 | 5.8 |

\| Dental assistants | 31-9091 | 2.9 | 376.5 | 408.0 | 31.5 | 8.4 |

\| Phlebotomists | 31-9097 | 2.9 | 141.2 | 152.2 | 11.0 | 7.8 |

\| Protective service workers, all other[2] | 33-9099 | 2.9 | 83.5 | 86.3 | 2.8 | 3.3 |

\| First-line supervisors of housekeeping and janitorial workers | 37-1011 | 2.9 | 241.6 | 251.4 | 9.8 | 4.0 |

\| Animal trainers | 39-2011 | 2.9 | 57.9 | 61.6 | 3.7 | 6.4 |

\| Embalmers | 39-4011 | 2.9 | 3.4 | 3.5 | 0.0 | 1.2 |

\| Hairdressers, hairstylists, and cosmetologists | 39-5012 | 2.9 | 571.1 | 611.4 | 40.3 | 7.1 |

\| Makeup artists, theatrical and performance | 39-5091 | 2.9 | 7.4 | 8.1 | 0.7 | 9.4 |

\| Concierges | 39-6012 | 2.9 | 41.8 | 44.0 | 2.3 | 5.4 |

\| Travel agents | 41-3041 | 2.9 | 68.8 | 71.2 | 2.3 | 3.4 |

\| Payroll and timekeeping clerks | 43-3051 | 2.9 | 160.3 | 136.2 | -24.2 | -15.1 |

\| Tellers | 43-3071 | 2.9 | 350.3 | 298.8 | -51.4 | -14.7 |

\| Credit authorizers, checkers, and clerks | 43-4041 | 2.9 | 14.5 | 13.7 | -0.8 | -5.2 |

\| Order clerks | 43-4151 | 2.9 | 106.3 | 87.3 | -19.0 | -17.9 |

\| Human resources assistants, except payroll and timekeeping | 43-4161 | 2.9 | 104.2 | 99.2 | -5.0 | -4.8 |

\| Information and record clerks, all other[2] | 43-4199 | 2.9 | 162.8 | 167.4 | 4.7 | 2.9 |

\| Cargo and freight agents | 43-5011 | 2.9 | 106.7 | 117.0 | 10.3 | 9.7 |

\| Weighers, measurers, checkers, and samplers, recordkeeping | 43-5111 | 2.9 | 51.8 | 50.1 | -1.7 | -3.3 |

\| Executive secretaries and executive administrative assistants | 43-6011 | 2.9 | 516.1 | 517.2 | 1.2 | 0.2 |

\| Medical secretaries and administrative assistants | 43-6013 | 2.9 | 768.9 | 810.1 | 41.3 | 5.4 |

\| Data entry keyers | 43-9021 | 2.9 | 163.9 | 122.8 | -41.0 | -25.0 |

\| Insurance claims and policy processing clerks | 43-9041 | 2.9 | 271.8 | 261.3 | -10.5 | -3.9 |

\| Log graders and scalers | 45-4023 | 2.9 | 5.2 | 5.1 | -0.1 | -1.5 |

\| Sheet metal workers | 47-2211 | 2.9 | 124.2 | 127.1 | 2.9 | 2.3 |

\| Solar photovoltaic installers | 47-2231 | 2.9 | 25.0 | 37.0 | 12.0 | 48.0 |

\| Helpers--electricians | 47-3013 | 2.9 | 71.5 | 72.2 | 0.7 | 1.0 |

\| Service unit operators, oil and gas | 47-5013 | 2.9 | 48.7 | 49.7 | 1.0 | 2.1 |

\| Earth drillers, except oil and gas | 47-5023 | 2.9 | 18.9 | 19.7 | 0.8 | 4.0 |

\| Automotive body and related repairers | 49-3021 | 2.9 | 169.2 | 171.4 | 2.1 | 1.3 |

\| Outdoor power equipment and other small engine mechanics | 49-3053 | 2.9 | 40.0 | 41.2 | 1.2 | 2.9 |

\| Camera and photographic equipment repairers | 49-9061 | 2.9 | 2.6 | 2.2 | -0.4 | -16.9 |

\| Aircraft structure, surfaces, rigging, and systems assemblers | 51-2011 | 2.9 | 31.4 | 26.3 | -5.2 | -16.4 |

\| Metal-refining furnace operators and tenders | 51-4051 | 2.9 | 21.4 | 20.4 | -1.0 | -4.8 |

\| Layout workers, metal and plastic | 51-4192 | 2.9 | 6.9 | 6.7 | -0.2 | -3.5 |

\| Tool grinders, filers, and sharpeners | 51-4194 | 2.9 | 6.8 | 6.3 | -0.5 | -7.8 |

\| Prepress technicians and workers | 51-5111 | 2.9 | 23.3 | 19.0 | -4.3 | -18.5 |

\| Separating, filtering, clarifying, precipitating, and still machine setters, operators, and tenders | 51-9012 | 2.9 | 53.4 | 54.3 | 0.9 | 1.7 |

\| Semiconductor processing technicians | 51-9141 | 2.9 | 26.6 | 30.1 | 3.4 | 13.0 |

\| Photographic process workers and processing machine operators | 51-9151 | 2.9 | 9.2 | 9.4 | 0.1 | 1.5 |

\| Cooling and freezing equipment operators and tenders | 51-9193 | 2.9 | 7.1 | 7.8 | 0.7 | 9.4 |

\| Etchers and engravers | 51-9194 | 2.9 | 11.7 | 11.9 | 0.3 | 2.3 |

\| Flight attendants | 53-2031 | 2.9 | 130.3 | 143.2 | 12.9 | 9.9 |

\| Rail yard engineers, dinkey operators, and hostlers | 53-4013 | 2.9 | 2.4 | 2.4 | 0.0 | 0.5 |

\| Motorboat operators | 53-5022 | 2.9 | 3.1 | 3.2 | 0.1 | 3.4 |

\| Hoist and winch operators | 53-7041 | 2.9 | 2.7 | 2.7 | 0.0 | -0.5 |

\| Pump operators, except wellhead pumpers | 53-7072 | 2.9 | 11.7 | 12.3 | 0.6 | 5.0 |

\| Wellhead pumpers | 53-7073 | 2.9 | 19.4 | 19.0 | -0.4 | -2.0 |

\| Funeral home managers | 11-9171 | 2.8 | 35.8 | 37.4 | 1.6 | 4.5 |

\| Personal service managers, all other[2] | 11-9179 | 2.8 | 27.9 | 29.8 | 1.9 | 6.9 |

\| Umpires, referees, and other sports officials | 27-2023 | 2.8 | 23.1 | 25.5 | 2.4 | 10.4 |

\| Musicians and singers | 27-2042 | 2.8 | 169.3 | 172.8 | 3.5 | 2.1 |

\| Camera operators, television, video, and film | 27-4031 | 2.8 | 38.2 | 38.9 | 0.7 | 1.9 |

\| Emergency medical technicians[2] | 29-2042 | 2.8 | 169.7 | 180.0 | 10.3 | 6.1 |

\| Home health and personal care aides | 31-1120 | 2.8 | 3,961.9 | 4,782.4 | 820.5 | 20.7 |

\| Psychiatric aides | 31-1133 | 2.8 | 36.0 | 36.3 | 0.3 | 0.8 |

\| Occupational therapy aides | 31-2012 | 2.8 | 4.6 | 4.8 | 0.2 | 3.7 |

\| Massage therapists | 31-9011 | 2.8 | 147.1 | 173.2 | 26.0 | 17.7 |

\| Veterinary assistants and laboratory animal caretakers | 31-9096 | 2.8 | 118.2 | 141.1 | 22.9 | 19.4 |

\| Parking enforcement workers | 33-3041 | 2.8 | 7.9 | 7.9 | 0.0 | -0.4 |

\| Transportation security screeners | 33-9093 | 2.8 | 51.7 | 52.2 | 0.5 | 0.9 |

\| Cooks, institution and cafeteria | 35-2012 | 2.8 | 456.3 | 471.1 | 14.9 | 3.3 |

\| Cooks, private household | 35-2013 | 2.8 | 37.8 | 35.4 | -2.4 | -6.3 |

\| Tree trimmers and pruners | 37-3013 | 2.8 | 67.1 | 70.4 | 3.2 | 4.8 |

\| Costume attendants | 39-3092 | 2.8 | 6.5 | 7.0 | 0.5 | 7.1 |

\| Exercise trainers and group fitness instructors | 39-9031 | 2.8 | 350.1 | 397.7 | 47.5 | 13.6 |

\| Personal care and service workers, all other[2] | 39-9099 | 2.8 | 93.1 | 104.4 | 11.3 | 12.1 |

\| Parts salespersons | 41-2022 | 2.8 | 267.9 | 271.2 | 3.3 | 1.2 |

\| Bill and account collectors | 43-3011 | 2.8 | 196.5 | 177.8 | -18.6 | -9.5 |

\| Billing and posting clerks | 43-3021 | 2.8 | 449.0 | 451.3 | 2.3 | 0.5 |

\| Bookkeeping, accounting, and auditing clerks | 43-3031 | 2.8 | 1,663.8 | 1,579.9 | -83.9 | -5.0 |

\| Financial clerks, all other[2] | 43-3099 | 2.8 | 46.2 | 47.3 | 1.1 | 2.3 |

\| Correspondence clerks | 43-4021 | 2.8 | 5.5 | 5.1 | -0.4 | -6.7 |

\| File clerks | 43-4071 | 2.8 | 87.2 | 73.9 | -13.3 | -15.3 |

\| New accounts clerks | 43-4141 | 2.8 | 42.2 | 36.0 | -6.2 | -14.6 |

\| Farmworkers, farm, ranch, and aquacultural animals | 45-2093 | 2.8 | 204.7 | 194.1 | -10.6 | -5.2 |

\| Brickmasons and blockmasons | 47-2021 | 2.8 | 72.6 | 75.0 | 2.4 | 3.3 |

\| Stonemasons | 47-2022 | 2.8 | 12.4 | 12.0 | -0.4 | -3.6 |

\| Tile and stone setters | 47-2044 | 2.8 | 55.6 | 61.4 | 5.8 | 10.4 |

\| Operating engineers and other construction equipment operators | 47-2073 | 2.8 | 468.0 | 487.6 | 19.6 | 4.2 |

\| Glaziers | 47-2121 | 2.8 | 56.5 | 58.6 | 2.1 | 3.8 |

\| Rail-track laying and maintenance equipment operators | 47-4061 | 2.8 | 17.7 | 18.1 | 0.4 | 2.5 |

\| Derrick operators, oil and gas | 47-5011 | 2.8 | 12.1 | 12.5 | 0.4 | 3.1 |

\| Continuous mining machine operators | 47-5041 | 2.8 | 16.1 | 15.8 | -0.3 | -1.8 |

\| Extraction workers, all other[2] | 47-5099 | 2.8 | 7.4 | 7.4 | 0.0 | -0.5 |

\| Rail car repairers | 49-3043 | 2.8 | 20.2 | 21.1 | 0.9 | 4.4 |

\| Mechanical door repairers | 49-9011 | 2.8 | 27.7 | 30.9 | 3.2 | 11.4 |

\| Maintenance workers, machinery | 49-9043 | 2.8 | 59.0 | 63.6 | 4.6 | 7.8 |

\| Coin, vending, and amusement machine servicers and repairers | 49-9091 | 2.8 | 39.3 | 39.2 | -0.1 | -0.4 |

\| Locksmiths and safe repairers | 49-9094 | 2.8 | 17.6 | 15.8 | -1.7 | -9.9 |

\| Riggers | 49-9096 | 2.8 | 24.2 | 25.4 | 1.2 | 4.9 |

\| Signal and track switch repairers | 49-9097 | 2.8 | 9.3 | 9.5 | 0.2 | 2.3 |

\| Helpers--installation, maintenance, and repair workers | 49-9098 | 2.8 | 104.6 | 109.2 | 4.6 | 4.4 |

\| Engine and other machine assemblers | 51-2031 | 2.8 | 49.0 | 38.6 | -10.4 | -21.3 |

\| Miscellaneous assemblers and fabricators[2] | 51-2090 | 2.8 | 1,520.8 | 1,527.9 | 7.0 | 0.5 |

\| Food and tobacco roasting, baking, and drying machine operators and tenders | 51-3091 | 2.8 | 19.6 | 20.0 | 0.4 | 2.2 |

\| Food batchmakers | 51-3092 | 2.8 | 171.3 | 186.8 | 15.5 | 9.1 |

\| Milling and planing machine setters, operators, and tenders, metal and plastic | 51-4035 | 2.8 | 14.1 | 12.3 | -1.8 | -12.9 |

\| Patternmakers, metal and plastic | 51-4062 | 2.8 | 2.2 | 1.7 | -0.5 | -22.2 |

\| Plating machine setters, operators, and tenders, metal and plastic | 51-4193 | 2.8 | 32.4 | 28.8 | -3.6 | -11.1 |

\| Metal workers and plastic workers, all other[2] | 51-4199 | 2.8 | 20.7 | 19.2 | -1.4 | -6.9 |

\| Printing press operators | 51-5112 | 2.8 | 156.2 | 141.3 | -14.9 | -9.5 |

\| Print binding and finishing workers | 51-5113 | 2.8 | 38.1 | 31.4 | -6.7 | -17.5 |

\| Extruding and forming machine setters, operators, and tenders, synthetic and glass fibers | 51-6091 | 2.8 | 15.1 | 14.7 | -0.5 | -3.1 |

\| Upholsterers | 51-6093 | 2.8 | 30.7 | 30.1 | -0.6 | -2.0 |

\| Furniture finishers | 51-7021 | 2.8 | 18.2 | 17.9 | -0.3 | -1.6 |

\| Woodworkers, all other[2] | 51-7099 | 2.8 | 15.1 | 13.1 | -2.0 | -13.5 |

\| Crushing, grinding, and polishing machine setters, operators, and tenders | 51-9021 | 2.8 | 26.5 | 26.3 | -0.3 | -1.0 |

\| Cutting and slicing machine setters, operators, and tenders | 51-9032 | 2.8 | 52.5 | 51.1 | -1.4 | -2.7 |

\| Extruding, forming, pressing, and compacting machine setters, operators, and tenders | 51-9041 | 2.8 | 57.2 | 58.7 | 1.6 | 2.7 |

\| Production workers, all other[2] | 51-9199 | 2.8 | 265.1 | 270.1 | 5.0 | 1.9 |

\| Ambulance drivers and attendants, except emergency medical technicians | 53-3011 | 2.8 | 11.6 | 11.6 | 0.0 | -0.1 |

\| Automotive and watercraft service attendants | 53-6031 | 2.8 | 94.6 | 94.5 | -0.1 | -0.1 |

\| Conveyor operators and tenders | 53-7011 | 2.8 | 30.4 | 30.1 | -0.3 | -0.9 |

\| Tank car, truck, and ship loaders | 53-7121 | 2.8 | 12.7 | 13.2 | 0.5 | 3.9 |

\| Library technicians | 25-4031 | 2.7 | 81.5 | 77.0 | -4.6 | -5.6 |

\| Craft artists | 27-1012 | 2.7 | 14.3 | 14.6 | 0.3 | 2.2 |

\| Writers and authors | 27-3043 | 2.7 | 150.7 | 158.4 | 7.7 | 5.1 |

\| Ophthalmic medical technicians | 29-2057 | 2.7 | 74.8 | 85.3 | 10.5 | 14.1 |

\| Medical records specialists[2] | 29-2072 | 2.7 | 191.5 | 208.2 | 16.7 | 8.7 |

\| Nursing assistants | 31-1131 | 2.7 | 1,419.4 | 1,481.8 | 62.4 | 4.4 |

\| Physical therapist aides | 31-2022 | 2.7 | 44.3 | 45.6 | 1.3 | 2.9 |

\| Medical transcriptionists | 31-9094 | 2.7 | 54.5 | 51.9 | -2.6 | -4.7 |

\| Bailiffs | 33-3011 | 2.7 | 16.7 | 16.5 | -0.2 | -1.4 |

\| Cooks, restaurant | 35-2014 | 2.7 | 1,434.2 | 1,678.6 | 244.5 | 17.0 |

\| Food servers, nonrestaurant | 35-3041 | 2.7 | 278.6 | 292.2 | 13.7 | 4.9 |

\| Pesticide handlers, sprayers, and applicators, vegetation | 37-3012 | 2.7 | 26.7 | 28.0 | 1.4 | 5.1 |

\| Skincare specialists | 39-5094 | 2.7 | 81.8 | 90.2 | 8.4 | 10.3 |

\| Childcare workers | 39-9011 | 2.7 | 970.8 | 957.8 | -13.0 | -1.3 |

\| Gambling change persons and booth cashiers | 41-2012 | 2.7 | 21.4 | 20.5 | -0.9 | -4.3 |

\| Demonstrators and product promoters | 41-9011 | 2.7 | 56.5 | 59.2 | 2.8 | 4.9 |

\| Telemarketers | 41-9041 | 2.7 | 85.2 | 66.8 | -18.3 | -21.5 |

\| Telephone operators | 43-2021 | 2.7 | 4.7 | 3.5 | -1.2 | -26.4 |

\| Gambling cage workers | 43-3041 | 2.7 | 13.1 | 12.7 | -0.5 | -3.7 |

\| Hotel, motel, and resort desk clerks | 43-4081 | 2.7 | 271.3 | 290.2 | 18.9 | 7.0 |

\| Meter readers, utilities | 43-5041 | 2.7 | 20.4 | 18.1 | -2.3 | -11.4 |

\| Postal service clerks | 43-5051 | 2.7 | 74.6 | 72.4 | -2.2 | -3.0 |

\| Shipping, receiving, and inventory clerks | 43-5071 | 2.7 | 848.7 | 784.2 | -64.4 | -7.6 |

\| Legal secretaries and administrative assistants | 43-6012 | 2.7 | 154.2 | 146.3 | -7.9 | -5.1 |

\| Secretaries and administrative assistants, except legal, medical, and executive | 43-6014 | 2.7 | 1,982.3 | 1,976.2 | -6.1 | -0.3 |

\| Office clerks, general | 43-9061 | 2.7 | 2,645.8 | 2,498.2 | -147.5 | -5.6 |

\| Office and administrative support workers, all other[2] | 43-9199 | 2.7 | 206.8 | 190.8 | -16.0 | -7.7 |

\| Animal breeders | 45-2021 | 2.7 | 6.7 | 6.9 | 0.2 | 2.4 |

\| Farmworkers and laborers, crop, nursery, and greenhouse | 45-2092 | 2.7 | 497.3 | 485.4 | -11.9 | -2.4 |

\| Agricultural workers, all other[2] | 45-2099 | 2.7 | 11.0 | 11.3 | 0.3 | 2.5 |

\| Forest and conservation workers | 45-4011 | 2.7 | 10.9 | 10.5 | -0.4 | -3.8 |

\| Carpet installers | 47-2041 | 2.7 | 20.3 | 18.5 | -1.8 | -8.9 |

\| Floor layers, except carpet, wood, and hard tiles | 47-2042 | 2.7 | 32.8 | 36.1 | 3.3 | 10.1 |

\| Cement masons and concrete finishers | 47-2051 | 2.7 | 211.8 | 210.3 | -1.5 | -0.7 |

\| Insulation workers, mechanical | 47-2132 | 2.7 | 23.4 | 24.6 | 1.2 | 5.1 |

\| Painters, construction and maintenance | 47-2141 | 2.7 | 338.9 | 352.4 | 13.6 | 4.0 |

\| Reinforcing iron and rebar workers | 47-2171 | 2.7 | 21.9 | 22.9 | 0.9 | 4.2 |

\| Roofers | 47-2181 | 2.7 | 168.1 | 177.9 | 9.8 | 5.8 |

\| Structural iron and steel workers | 47-2221 | 2.7 | 66.1 | 68.9 | 2.7 | 4.1 |

\| Helpers--carpenters | 47-3012 | 2.7 | 22.3 | 21.6 | -0.7 | -3.0 |

\| Helpers, construction trades, all other[2] | 47-3019 | 2.7 | 28.0 | 30.4 | 2.3 | 8.3 |

\| Fence erectors | 47-4031 | 2.7 | 24.3 | 25.5 | 1.2 | 4.8 |

\| Septic tank servicers and sewer pipe cleaners | 47-4071 | 2.7 | 30.1 | 32.6 | 2.4 | 8.1 |

\| Excavating and loading machine and dragline operators, surface mining | 47-5022 | 2.7 | 34.4 | 34.1 | -0.3 | -0.8 |

\| Underground mining machine operators, all other[2] | 47-5049 | 2.7 | 2.6 | 2.5 | -0.1 | -4.5 |

\| Helpers--extraction workers | 47-5081 | 2.7 | 7.7 | 7.8 | 0.1 | 1.8 |

\| Tire repairers and changers | 49-3093 | 2.7 | 107.6 | 113.3 | 5.7 | 5.3 |

\| Electrical, electronic, and electromechanical assemblers, except coil winders, tapers, and finishers | 51-2028 | 2.7 | 271.1 | 290.6 | 19.5 | 7.2 |

\| Timing device assemblers and adjusters | 51-2061 | 2.7 | 0.4 | 0.3 | -0.1 | -16.3 |

\| Food cooking machine operators and tenders | 51-3093 | 2.7 | 30.7 | 31.1 | 0.3 | 1.0 |

\| Extruding and drawing machine setters, operators, and tenders, metal and plastic | 51-4021 | 2.7 | 64.1 | 65.3 | 1.3 | 2.0 |

\| Forging machine setters, operators, and tenders, metal and plastic | 51-4022 | 2.7 | 9.3 | 7.9 | -1.5 | -15.7 |

\| Cutting, punching, and press machine setters, operators, and tenders, metal and plastic | 51-4031 | 2.7 | 181.3 | 161.0 | -20.3 | -11.2 |

\| Grinding, lapping, polishing, and buffing machine tool setters, operators, and tenders, metal and plastic | 51-4033 | 2.7 | 76.3 | 68.1 | -8.2 | -10.7 |

\| Lathe and turning machine tool setters, operators, and tenders, metal and plastic | 51-4034 | 2.7 | 19.7 | 17.5 | -2.3 | -11.4 |

\| Pourers and casters, metal | 51-4052 | 2.7 | 5.6 | 5.2 | -0.4 | -6.7 |

\| Molding, coremaking, and casting machine setters, operators, and tenders, metal and plastic | 51-4072 | 2.7 | 158.8 | 154.9 | -3.9 | -2.5 |

\| Heat treating equipment setters, operators, and tenders, metal and plastic | 51-4191 | 2.7 | 15.2 | 13.8 | -1.4 | -9.5 |

\| Shoe and leather workers and repairers | 51-6041 | 2.7 | 9.4 | 8.3 | -1.1 | -11.9 |

\| Textile cutting machine setters, operators, and tenders | 51-6062 | 2.7 | 9.9 | 8.7 | -1.2 | -11.7 |

\| Grinding and polishing workers, hand | 51-9022 | 2.7 | 12.5 | 10.3 | -2.2 | -17.8 |

\| Furnace, kiln, oven, drier, and kettle operators and tenders | 51-9051 | 2.7 | 15.2 | 15.5 | 0.3 | 2.0 |

\| Ophthalmic laboratory technicians | 51-9083 | 2.7 | 18.9 | 19.2 | 0.3 | 1.6 |

\| Coating, painting, and spraying machine setters, operators, and tenders | 51-9124 | 2.7 | 167.9 | 169.9 | 2.0 | 1.2 |

\| Adhesive bonding machine operators and tenders | 51-9191 | 2.7 | 12.5 | 12.4 | -0.1 | -0.5 |

\| Paper goods machine setters, operators, and tenders | 51-9196 | 2.7 | 95.2 | 83.3 | -11.9 | -12.5 |

\| Light truck drivers | 53-3033 | 2.7 | 1,092.6 | 1,188.9 | 96.3 | 8.8 |

\| Railroad brake, signal, and switch operators and locomotive firers | 53-4022 | 2.7 | 12.0 | 12.1 | 0.2 | 1.5 |

\| Subway and streetcar operators | 53-4041 | 2.7 | 15.4 | 16.0 | 0.7 | 4.2 |

\| Sailors and marine oilers | 53-5011 | 2.7 | 32.1 | 33.2 | 1.1 | 3.5 |

\| Transportation workers, all other[2] | 53-6099 | 2.7 | 11.3 | 11.9 | 0.6 | 5.3 |

\| Crane and tower operators | 53-7021 | 2.7 | 42.6 | 44.2 | 1.6 | 3.7 |

\| Industrial truck and tractor operators | 53-7051 | 2.7 | 770.8 | 791.9 | 21.2 | 2.7 |

\| Pharmacy aides | 31-9095 | 2.6 | 44.0 | 44.4 | 0.4 | 0.9 |

\| Lifeguards, ski patrol, and other recreational protective service workers | 33-9092 | 2.6 | 129.1 | 137.9 | 8.8 | 6.8 |

\| School bus monitors[2] | 33-9094 | 2.6 | 70.1 | 68.4 | -1.7 | -2.4 |

\| Cooks, all other[2] | 35-2019 | 2.6 | 20.0 | 21.1 | 1.0 | 5.2 |

\| Bartenders | 35-3011 | 2.6 | 734.3 | 798.9 | 64.5 | 8.8 |

\| Animal caretakers | 39-2021 | 2.6 | 364.6 | 425.2 | 60.6 | 16.6 |

\| Motion picture projectionists | 39-3021 | 2.6 | 2.6 | 2.5 | -0.1 | -5.0 |

\| Crematory operators[2] | 39-4012 | 2.6 | 3.2 | 3.4 | 0.2 | 4.7 |

\| Funeral attendants | 39-4021 | 2.6 | 32.9 | 33.9 | 1.1 | 3.2 |

\| Barbers | 39-5011 | 2.6 | 78.4 | 83.3 | 5.0 | 6.4 |

\| Counter and rental clerks | 41-2021 | 2.6 | 403.7 | 420.8 | 17.1 | 4.2 |

\| Retail salespersons | 41-2031 | 2.6 | 3,810.1 | 3,814.7 | 4.5 | 0.1 |

\| Switchboard operators, including answering service | 43-2011 | 2.6 | 44.9 | 33.6 | -11.3 | -25.2 |

\| Communications equipment operators, all other[2] | 43-2099 | 2.6 | 1.4 | 1.5 | 0.1 | 5.1 |

\| Library assistants, clerical | 43-4121 | 2.6 | 87.7 | 82.7 | -5.0 | -5.7 |

\| Postal service mail sorters, processors, and processing machine operators | 43-5053 | 2.6 | 111.3 | 102.5 | -8.7 | -7.9 |

\| Word processors and typists | 43-9022 | 2.6 | 39.9 | 24.8 | -15.2 | -38.0 |

\| Office machine operators, except computer | 43-9071 | 2.6 | 29.2 | 24.8 | -4.4 | -15.1 |

\| Proofreaders and copy markers | 43-9081 | 2.6 | 6.7 | 6.5 | -0.2 | -3.4 |

\| Fishing and hunting workers | 45-3031 | 2.6 | 25.5 | 25.3 | -0.2 | -0.7 |

\| Logging equipment operators | 45-4022 | 2.6 | 34.1 | 32.8 | -1.3 | -3.8 |

\| Logging workers, all other[2] | 45-4029 | 2.6 | 3.7 | 3.4 | -0.3 | -7.4 |

\| Terrazzo workers and finishers | 47-2053 | 2.6 | 1.5 | 1.4 | -0.1 | -8.4 |

\| Construction laborers | 47-2061 | 2.6 | 1,401.2 | 1,516.6 | 115.4 | 8.2 |

\| Paving, surfacing, and tamping equipment operators | 47-2071 | 2.6 | 44.5 | 46.3 | 1.7 | 3.9 |

\| Pile driver operators | 47-2072 | 2.6 | 3.1 | 3.3 | 0.1 | 4.6 |

\| Drywall and ceiling tile installers | 47-2081 | 2.6 | 116.6 | 120.4 | 3.8 | 3.3 |

\| Insulation workers, floor, ceiling, and wall | 47-2131 | 2.6 | 39.1 | 40.2 | 1.0 | 2.7 |

\| Pipelayers | 47-2151 | 2.6 | 37.3 | 36.4 | -0.9 | -2.3 |

\| Plasterers and stucco masons | 47-2161 | 2.6 | 24.1 | 24.9 | 0.8 | 3.3 |

\| Helpers--brickmasons, blockmasons, stonemasons, and tile and marble setters | 47-3011 | 2.6 | 17.1 | 15.6 | -1.6 | -9.1 |

\| Helpers--pipelayers, plumbers, pipefitters, and steamfitters | 47-3015 | 2.6 | 47.1 | 49.8 | 2.8 | 5.9 |

\| Helpers--roofers | 47-3016 | 2.6 | 4.8 | 5.0 | 0.3 | 5.6 |

\| Highway maintenance workers | 47-4051 | 2.6 | 160.4 | 166.5 | 6.1 | 3.8 |

\| Roof bolters, mining | 47-5043 | 2.6 | 2.0 | 1.4 | -0.6 | -32.0 |

\| Refractory materials repairers, except brickmasons | 49-9045 | 2.6 | 0.6 | 0.5 | -0.1 | -17.8 |

\| Coil winders, tapers, and finishers | 51-2021 | 2.6 | 12.1 | 10.9 | -1.1 | -9.3 |

\| Structural metal fabricators and fitters | 51-2041 | 2.6 | 59.3 | 50.3 | -9.1 | -15.3 |

\| Fiberglass laminators and fabricators | 51-2051 | 2.6 | 20.9 | 21.8 | 1.0 | 4.6 |

\| Bakers | 51-3011 | 2.6 | 243.4 | 256.1 | 12.7 | 5.2 |

\| Butchers and meat cutters | 51-3021 | 2.6 | 139.1 | 136.2 | -2.9 | -2.1 |

\| Food processing workers, all other[2] | 51-3099 | 2.6 | 66.8 | 69.7 | 2.9 | 4.4 |

\| Foundry mold and coremakers | 51-4071 | 2.6 | 11.8 | 8.9 | -2.9 | -24.6 |

\| Welders, cutters, solderers, and brazers | 51-4121 | 2.6 | 454.5 | 463.8 | 9.3 | 2.0 |

\| Welding, soldering, and brazing machine setters, operators, and tenders | 51-4122 | 2.6 | 35.6 | 32.5 | -3.2 | -8.9 |

\| Shoe machine operators and tenders | 51-6042 | 2.6 | 6.1 | 5.2 | -0.8 | -13.6 |

\| Sewers, hand | 51-6051 | 2.6 | 5.6 | 4.9 | -0.7 | -12.2 |

\| Tailors, dressmakers, and custom sewers | 51-6052 | 2.6 | 24.6 | 23.0 | -1.6 | -6.5 |

\| Textile bleaching and dyeing machine operators and tenders | 51-6061 | 2.6 | 6.9 | 6.1 | -0.7 | -10.3 |

\| Textile knitting and weaving machine setters, operators, and tenders | 51-6063 | 2.6 | 16.4 | 14.4 | -1.9 | -11.8 |

\| Textile winding, twisting, and drawing out machine setters, operators, and tenders | 51-6064 | 2.6 | 24.1 | 22.0 | -2.1 | -8.8 |

\| Sawing machine setters, operators, and tenders, wood | 51-7041 | 2.6 | 45.6 | 45.3 | -0.2 | -0.5 |

\| Woodworking machine setters, operators, and tenders, except sawing | 51-7042 | 2.6 | 60.6 | 59.3 | -1.3 | -2.2 |

\| Mixing and blending machine setters, operators, and tenders | 51-9023 | 2.6 | 107.8 | 112.4 | 4.7 | 4.3 |

\| Packaging and filling machine operators and tenders | 51-9111 | 2.6 | 367.9 | 392.5 | 24.6 | 6.7 |

\| Cleaning, washing, and metal pickling equipment operators and tenders | 51-9192 | 2.6 | 15.8 | 16.6 | 0.7 | 4.5 |

\| Heavy and tractor-trailer truck drivers | 53-3032 | 2.6 | 2,211.3 | 2,313.4 | 102.0 | 4.6 |

\| Bus drivers, school[2] | 53-3051 | 2.6 | 365.3 | 368.9 | 3.6 | 1.0 |

\| Bus drivers, transit and intercity | 53-3052 | 2.6 | 194.1 | 204.1 | 10.1 | 5.2 |

\| Shuttle drivers and chauffeurs[2] | 53-3053 | 2.6 | 222.3 | 241.3 | 19.0 | 8.5 |

\| Taxi drivers[2] | 53-3054 | 2.6 | 171.1 | 193.8 | 22.7 | 13.3 |

\| Motor vehicle operators, all other[2] | 53-3099 | 2.6 | 86.5 | 93.6 | 7.1 | 8.3 |

\| Passenger attendants | 53-6061 | 2.6 | 21.6 | 22.9 | 1.3 | 5.8 |

\| Farm labor contractors | 13-1074 | 2.5 | 1.5 | 1.6 | 0.1 | 6.6 |

\| Actors | 27-2011 | 2.5 | 76.0 | 79.5 | 3.5 | 4.5 |

\| Crossing guards and flaggers | 33-9091 | 2.5 | 93.0 | 97.2 | 4.2 | 4.5 |

\| Food preparation workers | 35-2021 | 2.5 | 904.8 | 870.8 | -34.0 | -3.8 |

\| Waiters and waitresses | 35-3031 | 2.5 | 2,277.9 | 2,300.8 | 22.9 | 1.0 |

\| Grounds maintenance workers, all other[2] | 37-3019 | 2.5 | 14.1 | 14.6 | 0.5 | 3.8 |

\| Baggage porters and bellhops | 39-6011 | 2.5 | 29.5 | 29.6 | 0.1 | 0.5 |

\| Tour and travel guides | 39-7010 | 2.5 | 56.3 | 61.7 | 5.3 | 9.5 |

\| Cashiers | 41-2011 | 2.5 | 3,338.8 | 2,985.7 | -353.1 | -10.6 |

\| Couriers and messengers | 43-5021 | 2.5 | 225.5 | 244.3 | 18.8 | 8.3 |

\| Mail clerks and mail machine operators, except postal service | 43-9051 | 2.5 | 70.6 | 66.2 | -4.4 | -6.2 |

\| Fallers | 45-4021 | 2.5 | 6.9 | 6.3 | -0.6 | -8.4 |

\| Floor sanders and finishers | 47-2043 | 2.5 | 6.6 | 6.8 | 0.2 | 2.5 |

\| Paperhangers | 47-2142 | 2.5 | 2.9 | 3.1 | 0.2 | 5.7 |

\| Roustabouts, oil and gas | 47-5071 | 2.5 | 46.0 | 48.6 | 2.5 | 5.5 |

\| Automotive glass installers and repairers | 49-3022 | 2.5 | 21.7 | 22.1 | 0.4 | 2.0 |

\| Meat, poultry, and fish cutters and trimmers | 51-3022 | 2.5 | 141.1 | 147.7 | 6.6 | 4.7 |

\| Textile, apparel, and furnishings workers, all other[2] | 51-6099 | 2.5 | 15.6 | 14.1 | -1.5 | -9.5 |

\| Molders, shapers, and casters, except metal and plastic | 51-9195 | 2.5 | 49.2 | 51.8 | 2.6 | 5.3 |

\| Tire builders | 51-9197 | 2.5 | 20.7 | 21.3 | 0.6 | 3.1 |

\| Helpers--production workers | 51-9198 | 2.5 | 183.5 | 168.4 | -15.2 | -8.3 |

\| Driver/sales workers | 53-3031 | 2.5 | 503.2 | 549.3 | 46.1 | 9.2 |

\| Dredge operators | 53-7031 | 2.5 | 1.2 | 1.2 | 0.0 | 2.1 |

\| Cleaners of vehicles and equipment | 53-7061 | 2.5 | 402.7 | 420.6 | 17.8 | 4.4 |

\| Packers and packagers, hand | 53-7064 | 2.5 | 641.3 | 614.3 | -26.9 | -4.2 |

\| Stockers and order fillers | 53-7065 | 2.5 | 2,864.7 | 3,033.3 | 168.6 | 5.9 |

\| Material moving workers, all other[2] | 53-7199 | 2.5 | 26.5 | 27.6 | 1.2 | 4.4 |

\| Dancers | 27-2031 | 2.4 | 15.2 | 16.2 | 1.0 | 6.7 |

\| Court reporters and simultaneous captioners | 27-3092 | 2.4 | 17.5 | 17.9 | 0.3 | 1.8 |

\| Orderlies | 31-1132 | 2.4 | 50.0 | 52.2 | 2.3 | 4.5 |

\| Cooks, fast food | 35-2011 | 2.4 | 682.2 | 588.5 | -93.7 | -13.7 |

\| Cooks, short order | 35-2015 | 2.4 | 128.8 | 123.5 | -5.3 | -4.1 |

\| Janitors and cleaners, except maids and housekeeping cleaners | 37-2011 | 2.4 | 2,431.6 | 2,507.3 | 75.8 | 3.1 |

\| Building cleaning workers, all other[2] | 37-2019 | 2.4 | 15.2 | 15.8 | 0.6 | 4.3 |

\| Landscaping and groundskeeping workers | 37-3011 | 2.4 | 1,188.2 | 1,248.3 | 60.1 | 5.1 |

\| Gambling and sports book writers and runners | 39-3012 | 2.4 | 9.6 | 9.4 | -0.2 | -2.4 |

\| Gambling service workers, all other[2] | 39-3019 | 2.4 | 14.5 | 14.9 | 0.4 | 2.9 |

\| Door-to-door sales workers, news and street vendors, and related workers | 41-9091 | 2.4 | 32.4 | 27.7 | -4.8 | -14.6 |

\| Receptionists and information clerks | 43-4171 | 2.4 | 1,054.5 | 1,048.8 | -5.7 | -0.5 |

\| Postal service mail carriers | 43-5052 | 2.4 | 316.7 | 307.1 | -9.5 | -3.0 |

\| Agricultural equipment operators | 45-2091 | 2.4 | 62.7 | 68.0 | 5.3 | 8.4 |

\| Loading and moving machine operators, underground mining | 47-5044 | 2.4 | 5.3 | 4.1 | -1.2 | -22.9 |

\| Rock splitters, quarry | 47-5051 | 2.4 | 3.7 | 3.8 | 0.1 | 2.8 |

\| Laundry and dry-cleaning workers | 51-6011 | 2.4 | 195.4 | 206.2 | 10.8 | 5.5 |

\| Sewing machine operators | 51-6031 | 2.4 | 128.7 | 111.8 | -17.0 | -13.2 |

\| Painting, coating, and decorating workers | 51-9123 | 2.4 | 11.4 | 11.6 | 0.2 | 1.5 |

\| Bridge and lock tenders | 53-6011 | 2.4 | 3.6 | 3.6 | 0.0 | 0.5 |

\| Parking attendants | 53-6021 | 2.4 | 120.9 | 127.3 | 6.4 | 5.3 |

\| Laborers and freight, stock, and material movers, hand | 53-7062 | 2.4 | 3,004.8 | 3,130.6 | 125.7 | 4.2 |

\| Fast food and counter workers | 35-3023 | 2.3 | 3,734.1 | 3,946.5 | 212.5 | 5.7 |

\| Dining room and cafeteria attendants and bartender helpers | 35-9011 | 2.3 | 493.8 | 534.7 | 40.9 | 8.3 |

\| Hosts and hostesses, restaurant, lounge, and coffee shop | 35-9031 | 2.3 | 435.6 | 437.0 | 1.4 | 0.3 |

\| Food preparation and serving related workers, all other[2] | 35-9099 | 2.3 | 88.6 | 95.3 | 6.8 | 7.6 |

\| Maids and housekeeping cleaners | 37-2012 | 2.3 | 1,335.5 | 1,346.2 | 10.8 | 0.8 |

\| Gambling dealers | 39-3011 | 2.3 | 86.8 | 89.6 | 2.8 | 3.2 |

\| Ushers, lobby attendants, and ticket takers | 39-3031 | 2.3 | 119.7 | 122.7 | 3.1 | 2.6 |

\| Amusement and recreation attendants | 39-3091 | 2.3 | 381.5 | 398.6 | 17.1 | 4.5 |

\| Entertainment attendants and related workers, all other[2] | 39-3099 | 2.3 | 7.9 | 8.3 | 0.4 | 5.2 |

\| Shampooers | 39-5093 | 2.3 | 13.3 | 14.5 | 1.3 | 9.5 |

\| Tapers | 47-2082 | 2.3 | 20.0 | 19.8 | -0.1 | -0.7 |

\| Helpers--painters, paperhangers, plasterers, and stucco masons | 47-3014 | 2.3 | 7.8 | 8.0 | 0.1 | 1.9 |

\| Slaughterers and meat packers | 51-3023 | 2.3 | 72.8 | 73.8 | 1.0 | 1.4 |

\| Pressers, textile, garment, and related materials | 51-6021 | 2.3 | 29.3 | 25.8 | -3.5 | -12.0 |

\| Cutters and trimmers, hand | 51-9031 | 2.3 | 6.9 | 5.6 | -1.3 | -18.4 |

\| Dishwashers | 35-9021 | 2.2 | 475.0 | 481.9 | 6.9 | 1.4 |

\| Manicurists and pedicurists | 39-5092 | 2.2 | 212.7 | 237.8 | 25.1 | 11.8 |

\| Machine feeders and offbearers | 53-7063 | 2.2 | 43.8 | 38.2 | -5.6 | -12.7 |

\| Locker room, coatroom, and dressing room attendants | 39-3093 | 2.1 | 15.5 | 16.7 | 1.2 | 8.0 |

\| Graders and sorters, agricultural products | 45-2041 | 2.1 | 32.2 | 30.6 | -1.5 | -4.7 |

\| Refuse and recyclable material collectors | 53-7081 | 2.1 | 148.4 | 151.9 | 3.5 | 2.3 |

\| Models | 41-9012 | 1.9 | 3.6 | 3.6 | 0.0 | -0.4 |

\| Footnotes: [1] Skills scores range from 1.0 (Not important) to 5.0 (Extremely important). More information can be found on the EP definitions page: https://www.bls.gov/emp/documentation/definitions.htm. [2] Skills information from similar O*NET-SOC occupation(s) imputed for this occupation. More information can be found in the following file: Crosswalk of O*NET-SOC occupations to National Employment Matrix occupations for skills mapping.xlsx. Source: Employment Projections program, U.S. Bureau of Labor Statistics | | | | | | |

**Last Modified Date:**August 29, 2024

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{
    "title": "Computers and Information Technology: U.S. Bureau of Labor Statistics",
    "description": "",
    "source": "www.bls.gov",
    "link": "https://www.bls.gov/emp/skills/computers-and-information-technology.htm",
    "date": "2024-08-29",
    "text": [

1COL CMS LAYOUT COL1 ENDno_index_endOneColHeadBasic EndEmployment ProjectionsSHARE ON:[Bureau of Labor Statistics](https://www.bls.gov)>[Employment Projections](/emp/)>Home

- [Employment Projections](/emp/)

- Home

## Computers and information technology

Uses computers and related technology to accomplish work activities, including tasks such as sending emails, using the internet to find information, using word processor or spreadsheet applications, programming computers, designing websites, and managing computer networks.

Other available formats: ([XLSX](/emp/skills/skills.xlsx))

| 2023 National Employment Matrix title | 2023 National Employment Matrix code | Skill score[1] | Employment, 2023 | Employment, 2033 | Employment change, numeric, 2023–33 | Employment change, percent, 2023–33 |

\| --- | --- | --- | --- | --- | --- | --- |

\| Computer programmers | 15-1251 | 4.7 | 139.4 | 126.0 | -13.4 | -9.6 |

\| Computer and information research scientists | 15-1221 | 4.5 | 36.6 | 46.0 | 9.4 | 25.6 |

\| Computer network architects | 15-1241 | 4.4 | 177.8 | 201.7 | 23.9 | 13.4 |

\| Network and computer systems administrators | 15-1244 | 4.4 | 335.4 | 326.6 | -8.8 | -2.6 |

\| Software developers[2] | 15-1252 | 4.4 | 1,692.1 | 1,995.7 | 303.7 | 17.9 |

\| Software quality assurance analysts and testers | 15-1253 | 4.4 | 205.0 | 229.2 | 24.2 | 11.8 |

\| Computer systems analysts | 15-1211 | 4.3 | 527.2 | 583.7 | 56.5 | 10.7 |

\| Database administrators | 15-1242 | 4.3 | 80.5 | 87.1 | 6.6 | 8.2 |

\| Database architects | 15-1243 | 4.3 | 61.4 | 68.0 | 6.6 | 10.8 |

\| Web developers | 15-1254 | 4.3 | 94.1 | 102.5 | 8.5 | 9.0 |

\| Web and digital interface designers[2] | 15-1255 | 4.3 | 128.6 | 138.8 | 10.2 | 7.9 |

\| Computer occupations, all other[2] | 15-1299 | 4.3 | 470.9 | 522.0 | 51.1 | 10.8 |

\| Physicists | 19-2012 | 4.3 | 21.1 | 22.6 | 1.5 | 7.2 |

\| Health information technologists and medical registrars[2] | 29-9021 | 4.3 | 39.1 | 45.5 | 6.4 | 16.3 |

\| Computer and information systems managers | 11-3021 | 4.2 | 613.5 | 720.4 | 106.9 | 17.4 |

\| Computer user support specialists | 15-1232 | 4.2 | 725.3 | 762.5 | 37.2 | 5.1 |

\| Computer hardware engineers | 17-2061 | 4.2 | 84.1 | 90.2 | 6.1 | 7.2 |

\| Electrical engineers | 17-2071 | 4.2 | 189.1 | 206.3 | 17.2 | 9.1 |

\| Computer science teachers, postsecondary | 25-1021 | 4.2 | 45.0 | 47.7 | 2.7 | 6.1 |

\| Information security analysts | 15-1212 | 4.1 | 180.7 | 239.8 | 59.1 | 32.7 |

\| Computer network support specialists | 15-1231 | 4.1 | 166.7 | 178.8 | 12.1 | 7.3 |

\| Bioengineers and biomedical engineers | 17-2031 | 4.1 | 19.7 | 21.2 | 1.5 | 7.4 |

\| Electronics engineers, except computer | 17-2072 | 4.1 | 98.7 | 107.6 | 8.9 | 9.1 |

\| Astronomers | 19-2011 | 4.1 | 2.4 | 2.6 | 0.2 | 7.4 |

\| Public safety telecommunicators | 43-5031 | 4.1 | 102.7 | 106.8 | 4.1 | 4.0 |

\| Statistical assistants | 43-9111 | 4.1 | 7.9 | 7.9 | 0.0 | 0.2 |

\| Project management specialists[2] | 13-1082 | 4.0 | 973.6 | 1,043.4 | 69.9 | 7.2 |

\| Architects, except landscape and naval | 17-1011 | 4.0 | 127.3 | 137.2 | 9.9 | 7.8 |

\| Cartographers and photogrammetrists | 17-1021 | 4.0 | 12.9 | 13.7 | 0.8 | 6.3 |

\| Aerospace engineers | 17-2011 | 4.0 | 68.9 | 73.0 | 4.1 | 6.0 |

\| Chemical engineers | 17-2041 | 4.0 | 21.4 | 23.5 | 2.1 | 9.8 |

\| Biochemists and biophysicists | 19-1021 | 4.0 | 35.7 | 39.0 | 3.2 | 9.0 |

\| Broadcast technicians | 27-4012 | 4.0 | 30.0 | 30.0 | 0.0 | 0.1 |

\| Sound engineering technicians | 27-4014 | 4.0 | 18.0 | 17.9 | -0.1 | -0.5 |

\| Film and video editors | 27-4032 | 4.0 | 47.2 | 49.4 | 2.2 | 4.7 |

\| Audiologists | 29-1181 | 4.0 | 14.4 | 16.0 | 1.6 | 10.9 |

\| Computer numerically controlled tool programmers | 51-9162 | 4.0 | 28.3 | 32.5 | 4.2 | 14.9 |

\| Medical and health services managers | 11-9111 | 3.9 | 562.7 | 723.3 | 160.6 | 28.5 |

\| Claims adjusters, examiners, and investigators | 13-1031 | 3.9 | 345.2 | 330.0 | -15.2 | -4.4 |

\| Operations research analysts | 15-2031 | 3.9 | 123.3 | 151.6 | 28.3 | 23.0 |

\| Statisticians | 15-2041 | 3.9 | 32.4 | 36.2 | 3.8 | 11.8 |

\| Data scientists[2] | 15-2051 | 3.9 | 202.9 | 276.0 | 73.1 | 36.0 |

\| Mathematical science occupations, all other[2] | 15-2099 | 3.9 | 4.6 | 4.9 | 0.3 | 6.9 |

\| Surveyors | 17-1022 | 3.9 | 52.6 | 55.7 | 3.1 | 5.9 |

\| Mining and geological engineers, including mining safety engineers | 17-2151 | 3.9 | 7.1 | 7.3 | 0.1 | 2.0 |

\| Electrical and electronics drafters | 17-3012 | 3.9 | 23.2 | 24.2 | 1.0 | 4.1 |

\| Mechanical drafters | 17-3013 | 3.9 | 50.4 | 47.9 | -2.5 | -4.9 |

\| Drafters, all other[2] | 17-3019 | 3.9 | 18.5 | 17.4 | -1.1 | -5.7 |

\| Electrical and electronic engineering technologists and technicians | 17-3023 | 3.9 | 99.6 | 102.6 | 3.0 | 3.0 |

\| Surveying and mapping technicians | 17-3031 | 3.9 | 57.4 | 60.6 | 3.2 | 5.6 |

\| Soil and plant scientists | 19-1013 | 3.9 | 20.3 | 21.7 | 1.5 | 7.2 |

\| Biological scientists, all other[2] | 19-1029 | 3.9 | 66.8 | 70.6 | 3.8 | 5.6 |

\| Materials scientists | 19-2032 | 3.9 | 9.2 | 10.0 | 0.8 | 8.7 |

\| Hydrologists | 19-2043 | 3.9 | 6.5 | 6.7 | 0.2 | 2.8 |

\| Survey researchers | 19-3022 | 3.9 | 9.7 | 9.7 | 0.0 | -0.2 |

\| Industrial-organizational psychologists | 19-3032 | 3.9 | 8.6 | 9.1 | 0.5 | 5.8 |

\| Hydrologic technicians[2] | 19-4044 | 3.9 | 3.2 | 3.3 | 0.1 | 2.4 |

\| Social science research assistants | 19-4061 | 3.9 | 37.5 | 39.9 | 2.4 | 6.3 |

\| Forestry and conservation science teachers, postsecondary | 25-1043 | 3.9 | 1.6 | 1.7 | 0.1 | 5.0 |

\| Nursing instructors and teachers, postsecondary | 25-1072 | 3.9 | 89.9 | 105.9 | 16.1 | 17.9 |

\| Library science teachers, postsecondary | 25-1082 | 3.9 | 5.3 | 5.5 | 0.2 | 4.2 |

\| Communications teachers, postsecondary | 25-1122 | 3.9 | 35.0 | 36.2 | 1.2 | 3.3 |

\| Librarians and media collections specialists | 25-4022 | 3.9 | 142.2 | 146.4 | 4.2 | 2.9 |

\| Special effects artists and animators | 27-1014 | 3.9 | 73.3 | 76.4 | 3.2 | 4.3 |

\| Court reporters and simultaneous captioners | 27-3092 | 3.9 | 17.5 | 17.9 | 0.3 | 1.8 |

\| Physician assistants | 29-1071 | 3.9 | 153.4 | 197.1 | 43.7 | 28.5 |

\| Interviewers, except eligibility and loan | 43-4111 | 3.9 | 169.1 | 152.5 | -16.7 | -9.9 |

\| Desktop publishers | 43-9031 | 3.9 | 6.4 | 5.6 | -0.9 | -13.4 |

\| Purchasing managers | 11-3061 | 3.8 | 81.3 | 85.4 | 4.1 | 5.1 |

\| Natural sciences managers | 11-9121 | 3.8 | 100.1 | 107.6 | 7.5 | 7.5 |

\| Insurance appraisers, auto damage | 13-1032 | 3.8 | 10.5 | 9.5 | -1.0 | -9.2 |

\| Market research analysts and marketing specialists | 13-1161 | 3.8 | 903.4 | 978.3 | 74.9 | 8.3 |

\| Financial risk specialists[2] | 13-2054 | 3.8 | 57.5 | 62.3 | 4.8 | 8.4 |

\| Actuaries | 15-2011 | 3.8 | 30.2 | 36.8 | 6.6 | 21.8 |

\| Agricultural engineers | 17-2021 | 3.8 | 1.9 | 2.0 | 0.1 | 7.8 |

\| Mechanical engineers | 17-2141 | 3.8 | 291.9 | 323.9 | 32.1 | 11.0 |

\| Engineers, all other[2] | 17-2199 | 3.8 | 161.1 | 169.2 | 8.0 | 5.0 |

\| Architectural and civil drafters | 17-3011 | 3.8 | 112.3 | 113.6 | 1.3 | 1.1 |

\| Aerospace engineering and operations technologists and technicians | 17-3021 | 3.8 | 11.0 | 11.9 | 0.9 | 7.9 |

\| Electro-mechanical and mechatronics technologists and technicians | 17-3024 | 3.8 | 15.8 | 15.6 | -0.2 | -1.2 |

\| Calibration technologists and technicians[2] | 17-3028 | 3.8 | 13.8 | 14.5 | 0.8 | 5.5 |

\| Animal scientists | 19-1011 | 3.8 | 2.5 | 2.7 | 0.2 | 7.9 |

\| Microbiologists | 19-1022 | 3.8 | 23.2 | 24.8 | 1.6 | 6.7 |

\| Conservation scientists | 19-1031 | 3.8 | 25.9 | 27.4 | 1.4 | 5.6 |

\| Epidemiologists | 19-1041 | 3.8 | 11.0 | 13.1 | 2.1 | 18.8 |

\| Atmospheric and space scientists | 19-2021 | 3.8 | 9.9 | 10.5 | 0.6 | 5.6 |

\| Geoscientists, except hydrologists and geographers | 19-2042 | 3.8 | 26.0 | 27.4 | 1.4 | 5.5 |

\| Physical scientists, all other[2] | 19-2099 | 3.8 | 34.1 | 34.9 | 0.8 | 2.3 |

\| Anthropologists and archeologists | 19-3091 | 3.8 | 8.7 | 9.3 | 0.7 | 7.8 |

\| Geographers | 19-3092 | 3.8 | 1.6 | 1.7 | 0.0 | 2.5 |

\| Occupational health and safety technicians | 19-5012 | 3.8 | 27.6 | 30.8 | 3.2 | 11.4 |

\| Paralegals and legal assistants | 23-2011 | 3.8 | 366.2 | 370.5 | 4.3 | 1.2 |

\| Legal support workers, all other[2] | 23-2099 | 3.8 | 47.3 | 47.8 | 0.5 | 1.0 |

\| Engineering teachers, postsecondary | 25-1032 | 3.8 | 48.8 | 53.3 | 4.5 | 9.2 |

\| Biological science teachers, postsecondary | 25-1042 | 3.8 | 64.9 | 70.3 | 5.4 | 8.4 |

\| Physics teachers, postsecondary | 25-1054 | 3.8 | 17.7 | 18.4 | 0.7 | 3.7 |

\| Criminal justice and law enforcement teachers, postsecondary | 25-1111 | 3.8 | 16.1 | 16.6 | 0.5 | 2.9 |

\| Social work teachers, postsecondary | 25-1113 | 3.8 | 15.1 | 15.7 | 0.5 | 3.6 |

\| Archivists | 25-4011 | 3.8 | 8.8 | 9.5 | 0.7 | 8.0 |

\| Commercial and industrial designers | 27-1021 | 3.8 | 34.0 | 35.1 | 1.1 | 3.1 |

\| Graphic designers | 27-1024 | 3.8 | 267.2 | 273.8 | 6.6 | 2.5 |

\| Disc jockeys, except radio[2] | 27-2091 | 3.8 | 21.0 | 22.1 | 1.1 | 5.1 |

\| Broadcast announcers and radio disc jockeys | 27-3011 | 3.8 | 26.5 | 25.4 | -1.1 | -4.0 |

\| Technical writers | 27-3042 | 3.8 | 50.1 | 52.1 | 2.0 | 4.0 |

\| Audio and video technicians | 27-4011 | 3.8 | 87.3 | 91.9 | 4.6 | 5.3 |

\| Media and communication equipment workers, all other[2] | 27-4099 | 3.8 | 13.3 | 13.7 | 0.5 | 3.4 |

\| Optometrists | 29-1041 | 3.8 | 49.3 | 53.6 | 4.3 | 8.7 |

\| Podiatrists | 29-1081 | 3.8 | 9.7 | 9.8 | 0.1 | 1.4 |

\| Radiation therapists | 29-1124 | 3.8 | 17.2 | 17.7 | 0.5 | 3.1 |

\| Cardiologists[2] | 29-1212 | 3.8 | 16.4 | 17.2 | 0.8 | 5.0 |

\| General internal medicine physicians | 29-1216 | 3.8 | 73.8 | 76.3 | 2.5 | 3.4 |

\| Neurologists | 29-1217 | 3.8 | 10.1 | 10.8 | 0.7 | 6.8 |

\| Physicians, pathologists | 29-1222 | 3.8 | 11.8 | 12.5 | 0.6 | 5.5 |

\| Magnetic resonance imaging technologists | 29-2035 | 3.8 | 43.4 | 47.0 | 3.6 | 8.4 |

\| Medical dosimetrists[2] | 29-2036 | 3.8 | 4.2 | 4.5 | 0.2 | 5.4 |

\| Medical records specialists[2] | 29-2072 | 3.8 | 191.5 | 208.2 | 16.7 | 8.7 |

\| Hearing aid specialists | 29-2092 | 3.8 | 10.5 | 12.0 | 1.6 | 14.9 |

\| Medical transcriptionists | 31-9094 | 3.8 | 54.5 | 51.9 | -2.6 | -4.7 |

\| First-line supervisors of correctional officers | 33-1011 | 3.8 | 55.5 | 54.6 | -0.9 | -1.6 |

\| Detectives and criminal investigators | 33-3021 | 3.8 | 113.4 | 116.0 | 2.6 | 2.3 |

\| Private detectives and investigators | 33-9021 | 3.8 | 38.8 | 40.7 | 1.9 | 5.0 |

\| Gambling surveillance officers and gambling investigators | 33-9031 | 3.8 | 11.0 | 11.3 | 0.3 | 2.6 |

\| Order clerks | 43-4151 | 3.8 | 106.3 | 87.3 | -19.0 | -17.9 |

\| Telecommunications equipment installers and repairers, except line installers | 49-2022 | 3.8 | 162.3 | 156.8 | -5.5 | -3.4 |

\| Electrical and electronics repairers, commercial and industrial equipment | 49-2094 | 3.8 | 59.8 | 60.5 | 0.7 | 1.2 |

\| Chief executives | 11-1011 | 3.7 | 313.9 | 331.1 | 17.2 | 5.5 |

\| Legislators[2] | 11-1031 | 3.7 | 33.7 | 35.0 | 1.4 | 4.1 |

\| Architectural and engineering managers | 11-9041 | 3.7 | 210.2 | 221.8 | 11.6 | 5.5 |

\| Lodging managers | 11-9081 | 3.7 | 53.3 | 58.6 | 5.3 | 9.9 |

\| Postmasters and mail superintendents | 11-9131 | 3.7 | 13.2 | 12.8 | -0.4 | -3.0 |

\| Emergency management directors | 11-9161 | 3.7 | 12.4 | 12.9 | 0.5 | 4.0 |

\| Cost estimators | 13-1051 | 3.7 | 227.9 | 219.6 | -8.3 | -3.6 |

\| Logisticians | 13-1081 | 3.7 | 237.1 | 282.9 | 45.8 | 19.3 |

\| Management analysts | 13-1111 | 3.7 | 1,018.3 | 1,126.2 | 107.9 | 10.6 |

\| Business operations specialists, all other[2] | 13-1199 | 3.7 | 1,181.5 | 1,245.3 | 63.8 | 5.4 |

\| Accountants and auditors | 13-2011 | 3.7 | 1,562.0 | 1,653.4 | 91.4 | 5.8 |

\| Budget analysts | 13-2031 | 3.7 | 50.8 | 52.7 | 2.0 | 3.9 |

\| Tax preparers | 13-2082 | 3.7 | 103.8 | 108.2 | 4.4 | 4.2 |

\| Mathematicians | 15-2021 | 3.7 | 2.5 | 2.5 | 0.1 | 3.7 |

\| Industrial engineers | 17-2112 | 3.7 | 336.6 | 377.5 | 40.9 | 12.2 |

\| Materials engineers | 17-2131 | 3.7 | 25.0 | 26.9 | 1.8 | 7.4 |

\| Nuclear engineers | 17-2161 | 3.7 | 13.4 | 13.3 | -0.1 | -0.8 |

\| Petroleum engineers | 17-2171 | 3.7 | 20.8 | 21.3 | 0.5 | 2.4 |

\| Civil engineering technologists and technicians | 17-3022 | 3.7 | 66.0 | 67.1 | 1.2 | 1.8 |

\| Engineering technologists and technicians, except drafters, all other[2] | 17-3029 | 3.7 | 69.5 | 72.6 | 3.1 | 4.4 |

\| Life scientists, all other[2] | 19-1099 | 3.7 | 8.0 | 8.5 | 0.5 | 6.5 |

\| Chemists | 19-2031 | 3.7 | 87.2 | 93.8 | 6.6 | 7.6 |

\| Environmental scientists and specialists, including health | 19-2041 | 3.7 | 84.6 | 90.7 | 6.1 | 7.3 |

\| Economists | 19-3011 | 3.7 | 17.5 | 18.4 | 0.9 | 5.1 |

\| Sociologists | 19-3041 | 3.7 | 3.3 | 3.6 | 0.2 | 6.9 |

\| Biological technicians | 19-4021 | 3.7 | 83.1 | 88.6 | 5.5 | 6.6 |

\| Environmental science and protection technicians, including health | 19-4042 | 3.7 | 33.9 | 36.2 | 2.4 | 7.0 |

\| Geological technicians, except hydrologic technicians | 19-4043 | 3.7 | 9.2 | 9.5 | 0.3 | 3.8 |

\| Life, physical, and social science technicians, all other[2] | 19-4099 | 3.7 | 83.3 | 88.2 | 4.8 | 5.8 |

\| Occupational health and safety specialists | 19-5011 | 3.7 | 125.9 | 144.7 | 18.8 | 14.9 |

\| Rehabilitation counselors | 21-1015 | 3.7 | 87.6 | 89.2 | 1.6 | 1.8 |

\| Title examiners, abstractors, and searchers | 23-2093 | 3.7 | 56.3 | 56.9 | 0.6 | 1.0 |

\| Architecture teachers, postsecondary | 25-1031 | 3.7 | 10.7 | 11.0 | 0.3 | 3.2 |

\| Atmospheric, earth, marine, and space sciences teachers, postsecondary | 25-1051 | 3.7 | 14.4 | 15.0 | 0.5 | 3.8 |

\| Anthropology and archeology teachers, postsecondary | 25-1061 | 3.7 | 6.3 | 6.5 | 0.2 | 3.8 |

\| Geography teachers, postsecondary | 25-1064 | 3.7 | 4.3 | 4.5 | 0.2 | 4.3 |

\| Psychology teachers, postsecondary | 25-1066 | 3.7 | 51.1 | 53.6 | 2.6 | 5.0 |

\| Sociology teachers, postsecondary | 25-1067 | 3.7 | 16.1 | 16.6 | 0.5 | 3.4 |

\| Health specialties teachers, postsecondary | 25-1071 | 3.7 | 284.2 | 337.5 | 53.3 | 18.8 |

\| Special education teachers, kindergarten and elementary school[2] | 25-2052 | 3.7 | 212.7 | 211.2 | -1.6 | -0.7 |

\| Special education teachers, secondary school | 25-2058 | 3.7 | 159.5 | 158.6 | -0.9 | -0.6 |

\| Special education teachers, all other[2] | 25-2059 | 3.7 | 45.1 | 46.0 | 1.0 | 2.1 |

\| Instructional coordinators | 25-9031 | 3.7 | 225.2 | 229.3 | 4.1 | 1.8 |

\| Interior designers | 27-1025 | 3.7 | 92.2 | 95.9 | 3.7 | 4.0 |

\| Producers and directors | 27-2012 | 3.7 | 167.9 | 181.5 | 13.5 | 8.0 |

\| Photographers | 27-4021 | 3.7 | 151.1 | 156.9 | 5.8 | 3.9 |

\| Dietitians and nutritionists | 29-1031 | 3.7 | 81.3 | 87.3 | 6.0 | 7.4 |

\| Nurse practitioners | 29-1171 | 3.7 | 292.5 | 427.9 | 135.5 | 46.3 |

\| Dermatologists | 29-1213 | 3.7 | 13.0 | 13.9 | 0.9 | 7.1 |

\| Obstetricians and gynecologists | 29-1218 | 3.7 | 21.3 | 22.0 | 0.7 | 3.3 |

\| Radiologists | 29-1224 | 3.7 | 34.3 | 35.6 | 1.2 | 3.6 |

\| Nuclear medicine technologists | 29-2033 | 3.7 | 17.8 | 17.6 | -0.2 | -1.3 |

\| Radiologic technologists and technicians | 29-2034 | 3.7 | 227.8 | 241.0 | 13.1 | 5.8 |

\| Opticians, dispensing | 29-2081 | 3.7 | 77.3 | 79.5 | 2.3 | 2.9 |

\| Healthcare practitioners and technical workers, all other[2] | 29-9099 | 3.7 | 41.9 | 44.3 | 2.4 | 5.8 |

\| First-line supervisors of police and detectives | 33-1012 | 3.7 | 144.5 | 150.0 | 5.5 | 3.8 |

\| Transit and railroad police | 33-3052 | 3.7 | 2.4 | 2.5 | 0.1 | 3.5 |

\| Securities, commodities, and financial services sales agents | 41-3031 | 3.7 | 513.8 | 547.9 | 34.1 | 6.6 |

\| Travel agents | 41-3041 | 3.7 | 68.8 | 71.2 | 2.3 | 3.4 |

\| Billing and posting clerks | 43-3021 | 3.7 | 449.0 | 451.3 | 2.3 | 0.5 |

\| Correspondence clerks | 43-4021 | 3.7 | 5.5 | 5.1 | -0.4 | -6.7 |

\| Court, municipal, and license clerks | 43-4031 | 3.7 | 165.1 | 171.4 | 6.3 | 3.8 |

\| Eligibility interviewers, government programs | 43-4061 | 3.7 | 160.0 | 164.9 | 5.0 | 3.1 |

\| Human resources assistants, except payroll and timekeeping | 43-4161 | 3.7 | 104.2 | 99.2 | -5.0 | -4.8 |

\| Executive secretaries and executive administrative assistants | 43-6011 | 3.7 | 516.1 | 517.2 | 1.2 | 0.2 |

\| Radio, cellular, and tower equipment installers and repairers | 49-2021 | 3.7 | 12.0 | 12.9 | 0.8 | 6.8 |

\| Avionics technicians | 49-2091 | 3.7 | 21.9 | 23.5 | 1.7 | 7.6 |

\| Medical equipment repairers | 49-9062 | 3.7 | 67.0 | 79.3 | 12.3 | 18.4 |

\| Wind turbine service technicians | 49-9081 | 3.7 | 11.4 | 18.2 | 6.8 | 60.1 |

\| Advertising and promotions managers | 11-2011 | 3.6 | 22.2 | 21.7 | -0.6 | -2.6 |

\| Marketing managers | 11-2021 | 3.6 | 389.1 | 420.8 | 31.7 | 8.2 |

\| Fundraising managers[2] | 11-2033 | 3.6 | 38.2 | 40.5 | 2.3 | 5.9 |

\| Administrative services managers | 11-3012 | 3.6 | 256.8 | 272.8 | 16.0 | 6.2 |

\| Financial managers | 11-3031 | 3.6 | 837.1 | 975.3 | 138.3 | 16.5 |

\| Construction managers | 11-9021 | 3.6 | 520.9 | 568.5 | 47.6 | 9.1 |

\| Social and community service managers | 11-9151 | 3.6 | 199.5 | 215.9 | 16.4 | 8.2 |

\| Human resources specialists | 13-1071 | 3.6 | 933.7 | 1,007.9 | 74.2 | 7.9 |

\| Fundraisers | 13-1131 | 3.6 | 125.9 | 133.3 | 7.4 | 5.9 |

\| Compensation, benefits, and job analysis specialists | 13-1141 | 3.6 | 103.7 | 111.0 | 7.2 | 7.0 |

\| Property appraisers and assessors[2] | 13-2020 | 3.6 | 83.9 | 87.1 | 3.2 | 3.9 |

\| Credit counselors | 13-2071 | 3.6 | 31.8 | 33.3 | 1.5 | 4.9 |

\| Tax examiners and collectors, and revenue agents | 13-2081 | 3.6 | 54.0 | 55.0 | 1.0 | 1.9 |

\| Financial specialists, all other[2] | 13-2099 | 3.6 | 129.8 | 137.9 | 8.1 | 6.2 |

\| Landscape architects | 17-1012 | 3.6 | 24.7 | 25.8 | 1.2 | 4.7 |

\| Civil engineers | 17-2051 | 3.6 | 341.8 | 363.9 | 22.1 | 6.5 |

\| Health and safety engineers, except mining safety engineers and inspectors | 17-2111 | 3.6 | 23.1 | 24.3 | 1.2 | 5.1 |

\| Mechanical engineering technologists and technicians | 17-3027 | 3.6 | 39.9 | 40.7 | 0.8 | 1.9 |

\| Zoologists and wildlife biologists | 19-1023 | 3.6 | 18.8 | 19.6 | 0.8 | 4.4 |

\| Medical scientists, except epidemiologists | 19-1042 | 3.6 | 146.6 | 163.4 | 16.8 | 11.5 |

\| Chemical technicians | 19-4031 | 3.6 | 58.3 | 61.4 | 3.2 | 5.5 |

\| Forensic science technicians | 19-4092 | 3.6 | 18.6 | 21.2 | 2.5 | 13.6 |

\| Marriage and family therapists | 21-1013 | 3.6 | 76.0 | 88.2 | 12.3 | 16.2 |

\| Child, family, and school social workers | 21-1021 | 3.6 | 365.9 | 383.8 | 17.9 | 4.9 |

\| Mental health and substance abuse social workers | 21-1023 | 3.6 | 123.7 | 138.1 | 14.4 | 11.6 |

\| Social workers, all other[2] | 21-1029 | 3.6 | 69.0 | 72.8 | 3.8 | 5.5 |

\| Health education specialists | 21-1091 | 3.6 | 62.1 | 66.4 | 4.3 | 7.0 |

\| Probation officers and correctional treatment specialists | 21-1092 | 3.6 | 90.7 | 94.0 | 3.2 | 3.6 |

\| Social and human service assistants | 21-1093 | 3.6 | 433.0 | 467.4 | 34.4 | 7.9 |

\| Community health workers | 21-1094 | 3.6 | 63.4 | 71.7 | 8.3 | 13.1 |

\| Community and social service specialists, all other[2] | 21-1099 | 3.6 | 103.6 | 109.8 | 6.1 | 5.9 |

\| Agricultural sciences teachers, postsecondary | 25-1041 | 3.6 | 9.5 | 9.9 | 0.5 | 4.8 |

\| Chemistry teachers, postsecondary | 25-1052 | 3.6 | 25.4 | 26.2 | 0.9 | 3.4 |

\| Environmental science teachers, postsecondary | 25-1053 | 3.6 | 9.1 | 9.4 | 0.4 | 3.9 |

\| Area, ethnic, and cultural studies teachers, postsecondary | 25-1062 | 3.6 | 14.7 | 15.3 | 0.5 | 3.6 |

\| Social sciences teachers, postsecondary, all other[2] | 25-1069 | 3.6 | 20.3 | 20.8 | 0.6 | 2.7 |

\| English language and literature teachers, postsecondary | 25-1123 | 3.6 | 70.1 | 70.9 | 0.8 | 1.1 |

\| Postsecondary teachers, all other[2] | 25-1199 | 3.6 | 202.5 | 209.0 | 6.5 | 3.2 |

\| Career/technical education teachers, middle school | 25-2023 | 3.6 | 12.2 | 12.1 | -0.1 | -0.9 |

\| Secondary school teachers, except special and career/technical education | 25-2031 | 3.6 | 1,071.4 | 1,064.5 | -6.9 | -0.6 |

\| Career/technical education teachers, secondary school | 25-2032 | 3.6 | 89.6 | 88.9 | -0.7 | -0.8 |

\| Special education teachers, preschool | 25-2051 | 3.6 | 25.7 | 26.1 | 0.4 | 1.6 |

\| Special education teachers, middle school | 25-2057 | 3.6 | 88.6 | 87.8 | -0.8 | -0.9 |

\| Curators | 25-4012 | 3.6 | 14.2 | 16.0 | 1.7 | 12.2 |

\| Teaching assistants, postsecondary | 25-9044 | 3.6 | 184.6 | 192.1 | 7.4 | 4.0 |

\| Art directors | 27-1011 | 3.6 | 126.6 | 133.2 | 6.6 | 5.2 |

\| Artists and related workers, all other[2] | 27-1019 | 3.6 | 13.4 | 13.8 | 0.4 | 3.3 |

\| Camera operators, television, video, and film | 27-4031 | 3.6 | 38.2 | 38.9 | 0.7 | 1.9 |

\| Pharmacists | 29-1051 | 3.6 | 337.7 | 355.9 | 18.3 | 5.4 |

\| Speech-language pathologists | 29-1127 | 3.6 | 180.8 | 214.1 | 33.3 | 18.4 |

\| Registered nurses | 29-1141 | 3.6 | 3,300.1 | 3,497.3 | 197.2 | 6.0 |

\| Nurse midwives | 29-1161 | 3.6 | 7.2 | 7.7 | 0.5 | 7.1 |

\| Emergency medicine physicians[2] | 29-1214 | 3.6 | 37.6 | 39.0 | 1.3 | 3.5 |

\| Family medicine physicians | 29-1215 | 3.6 | 120.3 | 126.1 | 5.7 | 4.8 |

\| Physicians, all other[2] | 29-1229 | 3.6 | 337.0 | 350.1 | 13.1 | 3.9 |

\| Clinical laboratory technologists and technicians | 29-2010 | 3.6 | 344.2 | 362.5 | 18.2 | 5.3 |

\| Paramedics[2] | 29-2043 | 3.6 | 100.6 | 106.5 | 5.9 | 5.9 |

\| Pharmacy technicians | 29-2052 | 3.6 | 463.9 | 497.2 | 33.3 | 7.2 |

\| Orthotists and prosthetists | 29-2091 | 3.6 | 9.1 | 10.4 | 1.4 | 15.1 |

\| Medical assistants | 31-9092 | 3.6 | 783.9 | 901.9 | 118.0 | 15.0 |

\| First-line supervisors of security workers[2] | 33-1091 | 3.6 | 67.8 | 70.3 | 2.5 | 3.7 |

\| First-line supervisors of protective service workers, all other[2] | 33-1099 | 3.6 | 20.7 | 21.6 | 0.8 | 4.0 |

\| Fire inspectors and investigators | 33-2021 | 3.6 | 14.9 | 15.5 | 0.7 | 4.5 |

\| Security guards | 33-9032 | 3.6 | 1,229.6 | 1,256.3 | 26.6 | 2.2 |

\| Morticians, undertakers, and funeral arrangers | 39-4031 | 3.6 | 25.3 | 26.1 | 0.9 | 3.5 |

\| Parts salespersons | 41-2022 | 3.6 | 267.9 | 271.2 | 3.3 | 1.2 |

\| Real estate sales agents | 41-9022 | 3.6 | 430.7 | 438.7 | 7.9 | 1.8 |

\| First-line supervisors of office and administrative support workers | 43-1011 | 3.6 | 1,570.5 | 1,501.4 | -69.1 | -4.4 |

\| Bookkeeping, accounting, and auditing clerks | 43-3031 | 3.6 | 1,663.8 | 1,579.9 | -83.9 | -5.0 |

\| Payroll and timekeeping clerks | 43-3051 | 3.6 | 160.3 | 136.2 | -24.2 | -15.1 |

\| Credit authorizers, checkers, and clerks | 43-4041 | 3.6 | 14.5 | 13.7 | -0.8 | -5.2 |

\| Hotel, motel, and resort desk clerks | 43-4081 | 3.6 | 271.3 | 290.2 | 18.9 | 7.0 |

\| Medical secretaries and administrative assistants | 43-6013 | 3.6 | 768.9 | 810.1 | 41.3 | 5.4 |

\| Secretaries and administrative assistants, except legal, medical, and executive | 43-6014 | 3.6 | 1,982.3 | 1,976.2 | -6.1 | -0.3 |

\| Data entry keyers | 43-9021 | 3.6 | 163.9 | 122.8 | -41.0 | -25.0 |

\| Word processors and typists | 43-9022 | 3.6 | 39.9 | 24.8 | -15.2 | -38.0 |

\| Insurance claims and policy processing clerks | 43-9041 | 3.6 | 271.8 | 261.3 | -10.5 | -3.9 |

\| Computer, automated teller, and office machine repairers | 49-2011 | 3.6 | 85.7 | 84.0 | -1.7 | -2.0 |

\| Electrical and electronics repairers, powerhouse, substation, and relay | 49-2095 | 3.6 | 25.4 | 25.7 | 0.2 | 0.8 |

\| Audiovisual equipment installers and repairers | 49-2097 | 3.6 | 27.8 | 28.3 | 0.5 | 1.9 |

\| Precision instrument and equipment repairers, all other[2] | 49-9069 | 3.6 | 10.9 | 11.2 | 0.4 | 3.5 |

\| Prepress technicians and workers | 51-5111 | 3.6 | 23.3 | 19.0 | -4.3 | -18.5 |

\| Nuclear power reactor operators | 51-8011 | 3.6 | 5.8 | 5.2 | -0.6 | -10.3 |

\| Traffic technicians | 53-6041 | 3.6 | 7.8 | 8.2 | 0.3 | 4.2 |

\| Gas compressor and gas pumping station operators | 53-7071 | 3.6 | 4.5 | 4.5 | 0.1 | 1.2 |

\| General and operations managers | 11-1021 | 3.5 | 3,630.1 | 3,840.5 | 210.4 | 5.8 |

\| Sales managers | 11-2022 | 3.5 | 584.8 | 619.1 | 34.3 | 5.9 |

\| Facilities managers[2] | 11-3013 | 3.5 | 140.5 | 147.9 | 7.4 | 5.3 |

\| Industrial production managers | 11-3051 | 3.5 | 230.1 | 236.7 | 6.5 | 2.8 |

\| Compensation and benefits managers | 11-3111 | 3.5 | 19.1 | 19.5 | 0.4 | 2.1 |

\| Human resources managers | 11-3121 | 3.5 | 208.9 | 222.5 | 13.5 | 6.5 |

\| Training and development managers | 11-3131 | 3.5 | 43.2 | 46.4 | 3.2 | 7.3 |

\| Education administrators, kindergarten through secondary | 11-9032 | 3.5 | 316.6 | 315.0 | -1.6 | -0.5 |

\| Gambling managers | 11-9071 | 3.5 | 5.3 | 5.5 | 0.3 | 5.1 |

\| Property, real estate, and community association managers | 11-9141 | 3.5 | 467.1 | 482.2 | 15.1 | 3.2 |

\| Funeral home managers | 11-9171 | 3.5 | 35.8 | 37.4 | 1.6 | 4.5 |

\| Personal service managers, all other[2] | 11-9179 | 3.5 | 27.9 | 29.8 | 1.9 | 6.9 |

\| Buyers and purchasing agents | 13-1020 | 3.5 | 524.1 | 561.4 | 37.2 | 7.1 |

\| Compliance officers | 13-1041 | 3.5 | 403.9 | 425.8 | 21.9 | 5.4 |

\| Meeting, convention, and event planners | 13-1121 | 3.5 | 149.0 | 158.9 | 9.9 | 6.6 |

\| Credit analysts | 13-2041 | 3.5 | 73.7 | 70.8 | -2.8 | -3.9 |

\| Financial and investment analysts[2] | 13-2051 | 3.5 | 347.4 | 380.5 | 33.1 | 9.5 |

\| Personal financial advisors | 13-2052 | 3.5 | 321.0 | 375.9 | 55.0 | 17.1 |

\| Insurance underwriters | 13-2053 | 3.5 | 118.4 | 113.7 | -4.7 | -4.0 |

\| Financial examiners | 13-2061 | 3.5 | 65.5 | 79.2 | 13.8 | 21.0 |

\| Loan officers | 13-2072 | 3.5 | 334.1 | 338.7 | 4.5 | 1.4 |

\| Environmental engineers | 17-2081 | 3.5 | 41.3 | 44.2 | 2.9 | 6.9 |

\| Marine engineers and naval architects | 17-2121 | 3.5 | 10.1 | 11.0 | 0.8 | 8.0 |

\| Environmental engineering technologists and technicians | 17-3025 | 3.5 | 14.2 | 14.5 | 0.3 | 2.3 |

\| Industrial engineering technologists and technicians | 17-3026 | 3.5 | 74.5 | 77.6 | 3.0 | 4.1 |

\| Food scientists and technologists | 19-1012 | 3.5 | 14.5 | 15.7 | 1.3 | 8.9 |

\| Foresters | 19-1032 | 3.5 | 15.4 | 15.9 | 0.5 | 3.0 |

\| Political scientists | 19-3094 | 3.5 | 6.2 | 6.3 | 0.2 | 2.6 |

\| Food science technicians | 19-4013 | 3.5 | 25.1 | 26.9 | 1.8 | 7.3 |

\| Nuclear technicians | 19-4051 | 3.5 | 5.4 | 5.1 | -0.3 | -6.2 |

\| Educational, guidance, and career counselors and advisors | 21-1012 | 3.5 | 360.8 | 377.0 | 16.2 | 4.5 |

\| Substance abuse, behavioral disorder, and mental health counselors | 21-1018 | 3.5 | 449.8 | 534.3 | 84.5 | 18.8 |

\| Counselors, all other[2] | 21-1019 | 3.5 | 65.9 | 75.4 | 9.5 | 14.4 |

\| Healthcare social workers | 21-1022 | 3.5 | 193.2 | 211.9 | 18.7 | 9.7 |

\| Lawyers | 23-1011 | 3.5 | 859.0 | 903.3 | 44.2 | 5.2 |

\| Business teachers, postsecondary | 25-1011 | 3.5 | 104.9 | 111.9 | 7.0 | 6.7 |

\| Mathematical science teachers, postsecondary | 25-1022 | 3.5 | 58.5 | 60.4 | 1.9 | 3.3 |

\| Education teachers, postsecondary | 25-1081 | 3.5 | 77.2 | 79.7 | 2.5 | 3.3 |

\| Law teachers, postsecondary | 25-1112 | 3.5 | 19.0 | 19.4 | 0.4 | 2.2 |

\| History teachers, postsecondary | 25-1125 | 3.5 | 25.8 | 26.0 | 0.2 | 0.9 |

\| Family and consumer sciences teachers, postsecondary | 25-1192 | 3.5 | 3.3 | 3.5 | 0.1 | 4.3 |

\| Recreation and fitness studies teachers, postsecondary | 25-1193 | 3.5 | 16.2 | 16.7 | 0.6 | 3.4 |

\| Middle school teachers, except special and career/technical education | 25-2022 | 3.5 | 640.0 | 635.3 | -4.7 | -0.7 |

\| Library technicians | 25-4031 | 3.5 | 81.5 | 77.0 | -4.6 | -5.6 |

\| Farm and home management educators | 25-9021 | 3.5 | 9.8 | 9.7 | -0.2 | -1.7 |

\| Teaching assistants, except postsecondary[2] | 25-9045 | 3.5 | 1,389.2 | 1,381.0 | -8.2 | -0.6 |

\| Educational instruction and library workers, all other[2] | 25-9099 | 3.5 | 127.2 | 129.7 | 2.5 | 2.0 |

\| News analysts, reporters, and journalists | 27-3023 | 3.5 | 49.8 | 48.4 | -1.4 | -2.7 |

\| Editors | 27-3041 | 3.5 | 114.2 | 111.9 | -2.3 | -2.0 |

\| Chiropractors | 29-1011 | 3.5 | 61.2 | 67.3 | 6.1 | 9.9 |

\| Respiratory therapists | 29-1126 | 3.5 | 133.9 | 151.4 | 17.5 | 13.1 |

\| Exercise physiologists | 29-1128 | 3.5 | 21.5 | 23.7 | 2.2 | 10.4 |

\| Nurse anesthetists | 29-1151 | 3.5 | 49.9 | 55.1 | 5.2 | 10.4 |

\| Ophthalmologists, except pediatric | 29-1241 | 3.5 | 12.4 | 12.9 | 0.6 | 4.5 |

\| Orthopedic surgeons, except pediatric[2] | 29-1242 | 3.5 | 16.0 | 16.6 | 0.7 | 4.2 |

\| Pediatric surgeons[2] | 29-1243 | 3.5 | 1.3 | 1.3 | 0.0 | 2.0 |

\| Surgeons, all other[2] | 29-1249 | 3.5 | 28.4 | 29.6 | 1.2 | 4.3 |

\| Healthcare diagnosing or treating practitioners, all other[2] | 29-1299 | 3.5 | 40.4 | 41.5 | 1.0 | 2.6 |

\| Cardiovascular technologists and technicians | 29-2031 | 3.5 | 58.4 | 60.9 | 2.4 | 4.2 |

\| Genetic counselors | 29-9092 | 3.5 | 3.5 | 4.1 | 0.6 | 16.1 |

\| Phlebotomists | 31-9097 | 3.5 | 141.2 | 152.2 | 11.0 | 7.8 |

\| Forest fire inspectors and prevention specialists | 33-2022 | 3.5 | 2.4 | 2.8 | 0.4 | 16.3 |

\| Correctional officers and jailers | 33-3012 | 3.5 | 370.9 | 346.0 | -24.8 | -6.7 |

\| Fish and game wardens | 33-3031 | 3.5 | 6.8 | 6.5 | -0.3 | -5.0 |

\| Police and sheriff's patrol officers | 33-3051 | 3.5 | 674.2 | 700.6 | 26.4 | 3.9 |

\| Concierges | 39-6012 | 3.5 | 41.8 | 44.0 | 2.3 | 5.4 |

\| Advertising sales agents | 41-3011 | 3.5 | 111.6 | 104.2 | -7.4 | -6.6 |

\| Sales representatives of services, except advertising, insurance, financial services, and travel[2] | 41-3091 | 3.5 | 1,170.3 | 1,214.5 | 44.2 | 3.8 |

\| Sales representatives, wholesale and manufacturing, except technical and scientific products | 41-4012 | 3.5 | 1,356.1 | 1,366.1 | 10.0 | 0.7 |

\| Real estate brokers | 41-9021 | 3.5 | 113.6 | 115.8 | 2.2 | 2.0 |

\| Sales engineers | 41-9031 | 3.5 | 59.7 | 63.4 | 3.7 | 6.3 |

\| Procurement clerks | 43-3061 | 3.5 | 63.3 | 59.1 | -4.2 | -6.7 |

\| Financial clerks, all other[2] | 43-3099 | 3.5 | 46.2 | 47.3 | 1.1 | 2.3 |

\| Brokerage clerks | 43-4011 | 3.5 | 49.7 | 48.2 | -1.4 | -2.8 |

\| Customer service representatives | 43-4051 | 3.5 | 2,954.6 | 2,805.8 | -148.8 | -5.0 |

\| Library assistants, clerical | 43-4121 | 3.5 | 87.7 | 82.7 | -5.0 | -5.7 |

\| Loan interviewers and clerks | 43-4131 | 3.5 | 206.1 | 201.2 | -4.9 | -2.4 |

\| Receptionists and information clerks | 43-4171 | 3.5 | 1,054.5 | 1,048.8 | -5.7 | -0.5 |

\| Reservation and transportation ticket agents and travel clerks | 43-4181 | 3.5 | 123.8 | 128.5 | 4.7 | 3.8 |

\| Information and record clerks, all other[2] | 43-4199 | 3.5 | 162.8 | 167.4 | 4.7 | 2.9 |

\| Production, planning, and expediting clerks | 43-5061 | 3.5 | 399.2 | 418.7 | 19.5 | 4.9 |

\| Gas plant operators | 51-8092 | 3.5 | 16.1 | 14.6 | -1.6 | -9.8 |

\| Aircraft cargo handling supervisors | 53-1041 | 3.5 | 9.1 | 9.7 | 0.7 | 7.7 |

\| Airfield operations specialists | 53-2022 | 3.5 | 18.7 | 19.7 | 1.0 | 5.3 |

\| Public relations managers[2] | 11-2032 | 3.4 | 78.4 | 83.8 | 5.4 | 6.9 |

\| Transportation, storage, and distribution managers | 11-3071 | 3.4 | 211.8 | 230.8 | 19.1 | 9.0 |

\| Education and childcare administrators, preschool and daycare | 11-9031 | 3.4 | 80.9 | 79.2 | -1.7 | -2.1 |

\| Education administrators, postsecondary | 11-9033 | 3.4 | 216.4 | 222.7 | 6.2 | 2.9 |

\| Education administrators, all other[2] | 11-9039 | 3.4 | 57.7 | 59.1 | 1.4 | 2.5 |

\| Managers, all other[2] | 11-9199 | 3.4 | 1,282.5 | 1,356.2 | 73.7 | 5.7 |

\| Training and development specialists | 13-1151 | 3.4 | 420.1 | 468.6 | 48.5 | 11.5 |

\| Clinical and counseling psychologists | 19-3033 | 3.4 | 76.8 | 87.0 | 10.2 | 13.3 |

\| Urban and regional planners | 19-3051 | 3.4 | 45.2 | 47.1 | 2.0 | 4.3 |

\| Social scientists and related workers, all other[2] | 19-3099 | 3.4 | 39.2 | 40.6 | 1.3 | 3.4 |

\| Agricultural technicians | 19-4012 | 3.4 | 19.6 | 20.8 | 1.2 | 5.9 |

\| Forest and conservation technicians | 19-4071 | 3.4 | 31.3 | 31.8 | 0.5 | 1.7 |

\| Economics teachers, postsecondary | 25-1063 | 3.4 | 15.5 | 16.0 | 0.5 | 3.5 |

\| Art, drama, and music teachers, postsecondary | 25-1121 | 3.4 | 127.4 | 130.9 | 3.5 | 2.7 |

\| Philosophy and religion teachers, postsecondary | 25-1126 | 3.4 | 26.4 | 27.0 | 0.5 | 2.0 |

\| Elementary school teachers, except special education | 25-2021 | 3.4 | 1,441.0 | 1,430.4 | -10.7 | -0.7 |

\| Set and exhibit designers | 27-1027 | 3.4 | 29.6 | 31.1 | 1.5 | 5.1 |

\| Designers, all other[2] | 27-1029 | 3.4 | 30.4 | 31.3 | 0.9 | 3.0 |

\| Public relations specialists | 27-3031 | 3.4 | 308.0 | 327.2 | 19.2 | 6.2 |

\| Media and communication workers, all other[2] | 27-3099 | 3.4 | 27.0 | 29.1 | 2.2 | 8.0 |

\| Occupational therapists | 29-1122 | 3.4 | 150.5 | 167.3 | 16.8 | 11.1 |

\| Physical therapists | 29-1123 | 3.4 | 259.2 | 296.0 | 36.8 | 14.2 |

\| Recreational therapists | 29-1125 | 3.4 | 16.6 | 17.3 | 0.7 | 4.3 |

\| Therapists, all other[2] | 29-1129 | 3.4 | 43.2 | 48.3 | 5.1 | 11.8 |

\| Pediatricians, general | 29-1221 | 3.4 | 37.7 | 38.5 | 0.8 | 2.1 |

\| Psychiatrists | 29-1223 | 3.4 | 27.0 | 29.1 | 2.1 | 7.6 |

\| Ophthalmic medical technicians | 29-2057 | 3.4 | 74.8 | 85.3 | 10.5 | 14.1 |

\| Health technologists and technicians, all other[2] | 29-2099 | 3.4 | 177.9 | 190.4 | 12.5 | 7.0 |

\| Athletic trainers | 29-9091 | 3.4 | 34.3 | 38.7 | 4.3 | 12.7 |

\| Physical therapist assistants | 31-2021 | 3.4 | 108.5 | 136.0 | 27.5 | 25.4 |

\| Dental assistants | 31-9091 | 3.4 | 376.5 | 408.0 | 31.5 | 8.4 |

\| Healthcare support workers, all other[2] | 31-9099 | 3.4 | 108.5 | 114.6 | 6.1 | 5.6 |

\| First-line supervisors of firefighting and prevention workers | 33-1021 | 3.4 | 87.0 | 90.7 | 3.6 | 4.2 |

\| Protective service workers, all other[2] | 33-9099 | 3.4 | 83.5 | 86.3 | 2.8 | 3.3 |

\| Chefs and head cooks | 35-1011 | 3.4 | 187.1 | 202.6 | 15.5 | 8.3 |

\| First-line supervisors of gambling services workers | 39-1013 | 3.4 | 33.2 | 34.9 | 1.7 | 5.2 |

\| First-line supervisors of non-retail sales workers | 41-1012 | 3.4 | 347.8 | 351.9 | 4.1 | 1.2 |

\| Sales and related workers, all other[2] | 41-9099 | 3.4 | 137.2 | 142.6 | 5.3 | 3.9 |

\| File clerks | 43-4071 | 3.4 | 87.2 | 73.9 | -13.3 | -15.3 |

\| Dispatchers, except police, fire, and ambulance | 43-5032 | 3.4 | 215.4 | 215.7 | 0.4 | 0.2 |

\| Legal secretaries and administrative assistants | 43-6012 | 3.4 | 154.2 | 146.3 | -7.9 | -5.1 |

\| Office and administrative support workers, all other[2] | 43-9199 | 3.4 | 206.8 | 190.8 | -16.0 | -7.7 |

\| First-line supervisors of mechanics, installers, and repairers | 49-1011 | 3.4 | 604.3 | 626.2 | 21.9 | 3.6 |

\| Security and fire alarm systems installers | 49-2098 | 3.4 | 86.0 | 93.4 | 7.4 | 8.6 |

\| Chemical equipment operators and tenders | 51-9011 | 3.4 | 121.9 | 115.4 | -6.5 | -5.4 |

\| First-line supervisors of transportation and material moving workers, except aircraft cargo handling supervisors[2] | 53-1047 | 3.4 | 594.1 | 625.6 | 31.5 | 5.3 |

\| Psychologists, all other[2] | 19-3039 | 3.3 | 56.6 | 59.4 | 2.9 | 5.0 |

\| Historians | 19-3093 | 3.3 | 3.4 | 3.6 | 0.2 | 5.7 |

\| Administrative law judges, adjudicators, and hearing officers | 23-1021 | 3.3 | 15.8 | 16.1 | 0.3 | 2.1 |

\| Judges, magistrate judges, and magistrates | 23-1023 | 3.3 | 25.9 | 26.8 | 0.9 | 3.4 |

\| Political science teachers, postsecondary | 25-1065 | 3.3 | 21.7 | 22.4 | 0.7 | 3.3 |

\| Foreign language and literature teachers, postsecondary | 25-1124 | 3.3 | 26.1 | 26.4 | 0.3 | 1.0 |

\| Career/technical education teachers, postsecondary | 25-1194 | 3.3 | 121.8 | 121.9 | 0.1 | 0.1 |

\| Kindergarten teachers, except special education | 25-2012 | 3.3 | 122.7 | 121.8 | -0.8 | -0.7 |

\| Substitute teachers, short-term[2] | 25-3031 | 3.3 | 473.3 | 489.2 | 15.9 | 3.4 |

\| Tutors | 25-3041 | 3.3 | 195.1 | 196.4 | 1.3 | 0.7 |

\| Music directors and composers | 27-2041 | 3.3 | 50.3 | 51.6 | 1.4 | 2.7 |

\| Oral and maxillofacial surgeons | 29-1022 | 3.3 | 4.8 | 5.0 | 0.2 | 3.3 |

\| Orthodontists | 29-1023 | 3.3 | 7.4 | 7.7 | 0.3 | 3.7 |

\| Prosthodontists | 29-1024 | 3.3 | 0.7 | 0.7 | 0.0 | 3.5 |

\| Dentists, all other specialists[2] | 29-1029 | 3.3 | 6.7 | 6.9 | 0.2 | 2.3 |

\| Occupational therapy assistants | 31-2011 | 3.3 | 47.5 | 58.1 | 10.6 | 22.3 |

\| Physical therapist aides | 31-2022 | 3.3 | 44.3 | 45.6 | 1.3 | 2.9 |

\| Medical equipment preparers | 31-9093 | 3.3 | 70.7 | 74.7 | 4.0 | 5.7 |

\| Veterinary assistants and laboratory animal caretakers | 31-9096 | 3.3 | 118.2 | 141.1 | 22.9 | 19.4 |

\| Embalmers | 39-4011 | 3.3 | 3.4 | 3.5 | 0.0 | 1.2 |

\| Residential advisors | 39-9041 | 3.3 | 95.7 | 100.7 | 5.0 | 5.2 |

\| Insurance sales agents | 41-3021 | 3.3 | 547.6 | 581.0 | 33.4 | 6.1 |

\| Switchboard operators, including answering service | 43-2011 | 3.3 | 44.9 | 33.6 | -11.3 | -25.2 |

\| Bill and account collectors | 43-3011 | 3.3 | 196.5 | 177.8 | -18.6 | -9.5 |

\| Tellers | 43-3071 | 3.3 | 350.3 | 298.8 | -51.4 | -14.7 |

\| New accounts clerks | 43-4141 | 3.3 | 42.2 | 36.0 | -6.2 | -14.6 |

\| Shipping, receiving, and inventory clerks | 43-5071 | 3.3 | 848.7 | 784.2 | -64.4 | -7.6 |

\| Office clerks, general | 43-9061 | 3.3 | 2,645.8 | 2,498.2 | -147.5 | -5.6 |

\| Proofreaders and copy markers | 43-9081 | 3.3 | 6.7 | 6.5 | -0.2 | -3.4 |

\| Agricultural inspectors | 45-2011 | 3.3 | 13.3 | 13.9 | 0.5 | 3.9 |

\| Construction and building inspectors | 47-4011 | 3.3 | 142.6 | 142.7 | 0.0 | 0.0 |

\| Elevator and escalator installers and repairers | 47-4021 | 3.3 | 24.4 | 25.8 | 1.4 | 5.7 |

\| Control and valve installers and repairers, except mechanical door | 49-9012 | 3.3 | 48.8 | 49.6 | 0.8 | 1.6 |

\| Power distributors and dispatchers | 51-8012 | 3.3 | 9.2 | 9.1 | -0.1 | -1.4 |

\| Stationary engineers and boiler operators | 51-8021 | 3.3 | 35.5 | 36.9 | 1.4 | 4.1 |

\| Water and wastewater treatment plant and system operators | 51-8031 | 3.3 | 124.7 | 117.2 | -7.5 | -6.0 |

\| Plant and system operators, all other[2] | 51-8099 | 3.3 | 15.8 | 16.3 | 0.5 | 3.2 |

\| Photographic process workers and processing machine operators | 51-9151 | 3.3 | 9.2 | 9.4 | 0.1 | 1.5 |

\| Entertainment and recreation managers, except gambling[2] | 11-9072 | 3.2 | 35.8 | 39.7 | 3.9 | 10.8 |

\| School psychologists | 19-3034 | 3.2 | 65.5 | 66.0 | 0.5 | 0.7 |

\| Directors, religious activities and education | 21-2021 | 3.2 | 155.9 | 159.4 | 3.5 | 2.2 |

\| Judicial law clerks | 23-1012 | 3.2 | 15.6 | 16.1 | 0.5 | 3.4 |

\| Coaches and scouts | 27-2022 | 3.2 | 307.1 | 334.0 | 26.9 | 8.8 |

\| Writers and authors | 27-3043 | 3.2 | 150.7 | 158.4 | 7.7 | 5.1 |

\| Dentists, general | 29-1021 | 3.2 | 141.0 | 147.7 | 6.7 | 4.8 |

\| Veterinarians | 29-1131 | 3.2 | 88.2 | 105.0 | 16.8 | 19.1 |

\| Anesthesiologists | 29-1211 | 3.2 | 36.1 | 37.6 | 1.5 | 4.0 |

\| Diagnostic medical sonographers | 29-2032 | 3.2 | 84.9 | 97.7 | 12.8 | 15.1 |

\| Psychiatric technicians | 29-2053 | 3.2 | 124.6 | 145.8 | 21.3 | 17.1 |

\| Veterinary technologists and technicians | 29-2056 | 3.2 | 125.7 | 150.0 | 24.3 | 19.3 |

\| Licensed practical and licensed vocational nurses | 29-2061 | 3.2 | 657.8 | 674.7 | 16.9 | 2.6 |

\| Surgical assistants | 29-9093 | 3.2 | 21.3 | 22.7 | 1.4 | 6.7 |

\| Occupational therapy aides | 31-2012 | 3.2 | 4.6 | 4.8 | 0.2 | 3.7 |

\| Animal control workers | 33-9011 | 3.2 | 12.0 | 12.6 | 0.6 | 4.9 |

\| Recreation workers | 39-9032 | 3.2 | 300.0 | 316.5 | 16.5 | 5.5 |

\| Counter and rental clerks | 41-2021 | 3.2 | 403.7 | 420.8 | 17.1 | 4.2 |

\| Communications equipment operators, all other[2] | 43-2099 | 3.2 | 1.4 | 1.5 | 0.1 | 5.1 |

\| Weighers, measurers, checkers, and samplers, recordkeeping | 43-5111 | 3.2 | 51.8 | 50.1 | -1.7 | -3.3 |

\| Office machine operators, except computer | 43-9071 | 3.2 | 29.2 | 24.8 | -4.4 | -15.1 |

\| Electrical and electronics installers and repairers, transportation equipment | 49-2093 | 3.2 | 7.6 | 8.2 | 0.5 | 6.9 |

\| Electronic equipment installers and repairers, motor vehicles | 49-2096 | 3.2 | 9.1 | 7.9 | -1.2 | -13.2 |

\| Mobile heavy equipment mechanics, except engines | 49-3042 | 3.2 | 191.1 | 207.3 | 16.2 | 8.5 |

\| Coin, vending, and amusement machine servicers and repairers | 49-9091 | 3.2 | 39.3 | 39.2 | -0.1 | -0.4 |

\| Locksmiths and safe repairers | 49-9094 | 3.2 | 17.6 | 15.8 | -1.7 | -9.9 |

\| First-line supervisors of production and operating workers | 51-1011 | 3.2 | 690.9 | 695.1 | 4.2 | 0.6 |

\| Fabric and apparel patternmakers | 51-6092 | 3.2 | 2.7 | 2.4 | -0.3 | -11.7 |

\| Inspectors, testers, sorters, samplers, and weighers | 51-9061 | 3.2 | 595.5 | 577.7 | -17.8 | -3.0 |

\| Airline pilots, copilots, and flight engineers | 53-2011 | 3.2 | 96.3 | 101.1 | 4.8 | 5.0 |

\| Transportation inspectors | 53-6051 | 3.2 | 29.7 | 30.8 | 1.2 | 3.9 |

\| Food service managers | 11-9051 | 3.1 | 393.6 | 399.5 | 5.9 | 1.5 |

\| Agents and business managers of artists, performers, and athletes | 13-1011 | 3.1 | 18.6 | 20.4 | 1.7 | 9.2 |

\| Labor relations specialists | 13-1075 | 3.1 | 65.8 | 65.6 | -0.2 | -0.3 |

\| Clergy | 21-2011 | 3.1 | 260.1 | 266.7 | 6.5 | 2.5 |

\| Religious workers, all other[2] | 21-2099 | 3.1 | 83.8 | 85.7 | 1.9 | 2.2 |

\| Adult basic education, adult secondary education, and english as a second language instructors | 25-3011 | 3.1 | 41.7 | 36.4 | -5.3 | -12.7 |

\| Teachers and instructors, all other[2] | 25-3099 | 3.1 | 143.5 | 145.5 | 1.9 | 1.4 |

\| Fashion designers | 27-1022 | 3.1 | 21.9 | 22.9 | 1.0 | 4.7 |

\| Interpreters and translators | 27-3091 | 3.1 | 78.3 | 80.1 | 1.8 | 2.3 |

\| Acupuncturists | 29-1291 | 3.1 | 22.1 | 23.3 | 1.2 | 5.5 |

\| Dietetic technicians | 29-2051 | 3.1 | 25.0 | 26.1 | 1.1 | 4.3 |

\| Pharmacy aides | 31-9095 | 3.1 | 44.0 | 44.4 | 0.4 | 0.9 |

\| Firefighters | 33-2011 | 3.1 | 326.8 | 340.5 | 13.7 | 4.2 |

\| Parking enforcement workers | 33-3041 | 3.1 | 7.9 | 7.9 | 0.0 | -0.4 |

\| First-line supervisors of landscaping, lawn service, and groundskeeping workers | 37-1012 | 3.1 | 222.4 | 230.2 | 7.8 | 3.5 |

\| Motion picture projectionists | 39-3021 | 3.1 | 2.6 | 2.5 | -0.1 | -5.0 |

\| First-line supervisors of retail sales workers | 41-1011 | 3.1 | 1,407.4 | 1,316.9 | -90.5 | -6.4 |

\| Sales representatives, wholesale and manufacturing, technical and scientific products | 41-4011 | 3.1 | 325.3 | 335.3 | 10.0 | 3.1 |

\| Forest and conservation workers | 45-4011 | 3.1 | 10.9 | 10.5 | -0.4 | -3.8 |

\| Aircraft mechanics and service technicians | 49-3011 | 3.1 | 141.4 | 148.7 | 7.3 | 5.2 |

\| Bus and truck mechanics and diesel engine specialists | 49-3031 | 3.1 | 300.2 | 308.7 | 8.5 | 2.8 |

\| Motorcycle mechanics | 49-3052 | 3.1 | 16.0 | 16.4 | 0.4 | 2.5 |

\| Telecommunications line installers and repairers | 49-9052 | 3.1 | 102.2 | 99.4 | -2.8 | -2.7 |

\| Camera and photographic equipment repairers | 49-9061 | 3.1 | 2.6 | 2.2 | -0.4 | -16.9 |

\| Power plant operators | 51-8013 | 3.1 | 32.4 | 29.3 | -3.1 | -9.4 |

\| Aircraft service attendants[2] | 53-6032 | 3.1 | 25.2 | 26.7 | 1.6 | 6.2 |

\| Wellhead pumpers | 53-7073 | 3.1 | 19.4 | 19.0 | -0.4 | -2.0 |

\| Museum technicians and conservators | 25-4013 | 3.0 | 14.4 | 16.0 | 1.6 | 10.7 |

\| Fine artists, including painters, sculptors, and illustrators | 27-1013 | 3.0 | 26.3 | 27.4 | 1.1 | 4.0 |

\| Choreographers | 27-2032 | 3.0 | 5.4 | 5.7 | 0.3 | 5.3 |

\| Entertainers and performers, sports and related workers, all other[2] | 27-2099 | 3.0 | 35.7 | 38.3 | 2.6 | 7.3 |

\| Bailiffs | 33-3011 | 3.0 | 16.7 | 16.5 | -0.2 | -1.4 |

\| First-line supervisors of housekeeping and janitorial workers | 37-1011 | 3.0 | 241.6 | 251.4 | 9.8 | 4.0 |

\| Telemarketers | 41-9041 | 3.0 | 85.2 | 66.8 | -18.3 | -21.5 |

\| Door-to-door sales workers, news and street vendors, and related workers | 41-9091 | 3.0 | 32.4 | 27.7 | -4.8 | -14.6 |

\| Cargo and freight agents | 43-5011 | 3.0 | 106.7 | 117.0 | 10.3 | 9.7 |

\| Heating, air conditioning, and refrigeration mechanics and installers | 49-9021 | 3.0 | 441.2 | 481.3 | 40.1 | 9.1 |

\| Home appliance repairers | 49-9031 | 3.0 | 37.5 | 37.8 | 0.3 | 0.8 |

\| Maintenance and repair workers, general | 49-9071 | 3.0 | 1,616.5 | 1,698.3 | 81.8 | 5.1 |

\| Installation, maintenance, and repair workers, all other[2] | 49-9099 | 3.0 | 201.5 | 208.7 | 7.2 | 3.6 |

\| Drilling and boring machine tool setters, operators, and tenders, metal and plastic | 51-4032 | 3.0 | 5.8 | 4.7 | -1.1 | -19.2 |

\| Multiple machine tool setters, operators, and tenders, metal and plastic | 51-4081 | 3.0 | 130.0 | 132.3 | 2.3 | 1.8 |

\| Chemical plant and system operators | 51-8091 | 3.0 | 18.4 | 18.2 | -0.1 | -0.8 |

\| Petroleum pump system operators, refinery operators, and gaugers | 51-8093 | 3.0 | 33.6 | 32.8 | -0.8 | -2.3 |

\| Commercial pilots | 53-2012 | 3.0 | 56.5 | 59.7 | 3.2 | 5.7 |

\| Ship engineers | 53-5031 | 3.0 | 9.5 | 9.8 | 0.3 | 3.4 |

\| Tank car, truck, and ship loaders | 53-7121 | 3.0 | 12.7 | 13.2 | 0.5 | 3.9 |

\| Farmers, ranchers, and other agricultural managers | 11-9013 | 2.9 | 856.6 | 842.9 | -13.8 | -1.6 |

\| Arbitrators, mediators, and conciliators | 23-1022 | 2.9 | 8.2 | 8.7 | 0.5 | 6.1 |

\| Self-enrichment teachers | 25-3021 | 2.9 | 370.1 | 382.8 | 12.7 | 3.4 |

\| Dental hygienists | 29-1292 | 2.9 | 214.1 | 233.7 | 19.6 | 9.2 |

\| Emergency medical technicians[2] | 29-2042 | 2.9 | 169.7 | 180.0 | 10.3 | 6.1 |

\| Psychiatric aides | 31-1133 | 2.9 | 36.0 | 36.3 | 0.3 | 0.8 |

\| First-line supervisors of entertainment and recreation workers, except gambling services[2] | 39-1014 | 2.9 | 123.3 | 134.6 | 11.2 | 9.1 |

\| First-line supervisors of personal service workers | 39-1022 | 2.9 | 155.9 | 171.7 | 15.8 | 10.1 |

\| Meter readers, utilities | 43-5041 | 2.9 | 20.4 | 18.1 | -2.3 | -11.4 |

\| Postal service clerks | 43-5051 | 2.9 | 74.6 | 72.4 | -2.2 | -3.0 |

\| Log graders and scalers | 45-4023 | 2.9 | 5.2 | 5.1 | -0.1 | -1.5 |

\| Automotive service technicians and mechanics | 49-3023 | 2.9 | 794.6 | 815.9 | 21.2 | 2.7 |

\| Bicycle repairers | 49-3091 | 2.9 | 14.5 | 15.3 | 0.8 | 5.6 |

\| Industrial machinery mechanics | 49-9041 | 2.9 | 429.5 | 503.3 | 73.8 | 17.2 |

\| Semiconductor processing technicians | 51-9141 | 2.9 | 26.6 | 30.1 | 3.4 | 13.0 |

\| Computer numerically controlled tool operators | 51-9161 | 2.9 | 189.9 | 172.4 | -17.5 | -9.2 |

\| Etchers and engravers | 51-9194 | 2.9 | 11.7 | 11.9 | 0.3 | 2.3 |

\| Flight attendants | 53-2031 | 2.9 | 130.3 | 143.2 | 12.9 | 9.9 |

\| Ambulance drivers and attendants, except emergency medical technicians | 53-3011 | 2.9 | 11.6 | 11.6 | 0.0 | -0.1 |

\| Railroad conductors and yardmasters | 53-4031 | 2.9 | 41.1 | 41.9 | 0.8 | 1.9 |

\| Captains, mates, and pilots of water vessels | 53-5021 | 2.9 | 40.2 | 41.2 | 0.9 | 2.3 |

\| Craft artists | 27-1012 | 2.8 | 14.3 | 14.6 | 0.3 | 2.2 |

\| Floral designers | 27-1023 | 2.8 | 53.7 | 48.1 | -5.6 | -10.4 |

\| First-line supervisors of food preparation and serving workers | 35-1012 | 2.8 | 1,211.4 | 1,288.2 | 76.8 | 6.3 |

\| Retail salespersons | 41-2031 | 2.8 | 3,810.1 | 3,814.7 | 4.5 | 0.1 |

\| Gambling cage workers | 43-3041 | 2.8 | 13.1 | 12.7 | -0.5 | -3.7 |

\| Mail clerks and mail machine operators, except postal service | 43-9051 | 2.8 | 70.6 | 66.2 | -4.4 | -6.2 |

\| First-line supervisors of farming, fishing, and forestry workers | 45-1011 | 2.8 | 68.9 | 71.0 | 2.1 | 3.1 |

\| Animal breeders | 45-2021 | 2.8 | 6.7 | 6.9 | 0.2 | 2.4 |

\| First-line supervisors of construction trades and extraction workers | 47-1011 | 2.8 | 853.2 | 903.4 | 50.3 | 5.9 |

\| Farm equipment mechanics and service technicians | 49-3041 | 2.8 | 48.0 | 53.5 | 5.5 | 11.4 |

\| Motorboat mechanics and service technicians | 49-3051 | 2.8 | 26.1 | 27.8 | 1.8 | 6.7 |

\| Outdoor power equipment and other small engine mechanics | 49-3053 | 2.8 | 40.0 | 41.2 | 1.2 | 2.9 |

\| Musical instrument repairers and tuners | 49-9063 | 2.8 | 6.3 | 6.4 | 0.1 | 1.5 |

\| Signal and track switch repairers | 49-9097 | 2.8 | 9.3 | 9.5 | 0.2 | 2.3 |

\| Grinding, lapping, polishing, and buffing machine tool setters, operators, and tenders, metal and plastic | 51-4033 | 2.8 | 76.3 | 68.1 | -8.2 | -10.7 |

\| Model makers, metal and plastic | 51-4061 | 2.8 | 2.9 | 2.4 | -0.5 | -17.6 |

\| Patternmakers, metal and plastic | 51-4062 | 2.8 | 2.2 | 1.7 | -0.5 | -22.2 |

\| Tool and die makers | 51-4111 | 2.8 | 59.1 | 53.3 | -5.8 | -9.7 |

\| Extruding and forming machine setters, operators, and tenders, synthetic and glass fibers | 51-6091 | 2.8 | 15.1 | 14.7 | -0.5 | -3.1 |

\| Cooling and freezing equipment operators and tenders | 51-9193 | 2.8 | 7.1 | 7.8 | 0.7 | 9.4 |

\| Air traffic controllers | 53-2021 | 2.8 | 24.0 | 24.7 | 0.7 | 2.9 |

\| Bridge and lock tenders | 53-6011 | 2.8 | 3.6 | 3.6 | 0.0 | 0.5 |

\| Pump operators, except wellhead pumpers | 53-7072 | 2.8 | 11.7 | 12.3 | 0.6 | 5.0 |

\| Merchandise displayers and window trimmers | 27-1026 | 2.7 | 176.4 | 184.7 | 8.4 | 4.8 |

\| Athletes and sports competitors | 27-2021 | 2.7 | 25.1 | 27.8 | 2.8 | 11.1 |

\| Lifeguards, ski patrol, and other recreational protective service workers | 33-9092 | 2.7 | 129.1 | 137.9 | 8.8 | 6.8 |

\| Transportation security screeners | 33-9093 | 2.7 | 51.7 | 52.2 | 0.5 | 0.9 |

\| Cooks, private household | 35-2013 | 2.7 | 37.8 | 35.4 | -2.4 | -6.3 |

\| Animal trainers | 39-2011 | 2.7 | 57.9 | 61.6 | 3.7 | 6.4 |

\| Animal caretakers | 39-2021 | 2.7 | 364.6 | 425.2 | 60.6 | 16.6 |

\| Makeup artists, theatrical and performance | 39-5091 | 2.7 | 7.4 | 8.1 | 0.7 | 9.4 |

\| Exercise trainers and group fitness instructors | 39-9031 | 2.7 | 350.1 | 397.7 | 47.5 | 13.6 |

\| Telephone operators | 43-2021 | 2.7 | 4.7 | 3.5 | -1.2 | -26.4 |

\| Electric motor, power tool, and related repairers | 49-2092 | 2.7 | 17.7 | 18.6 | 0.9 | 5.0 |

\| Millwrights | 49-9044 | 2.7 | 42.3 | 44.3 | 2.0 | 4.8 |

\| Helpers--installation, maintenance, and repair workers | 49-9098 | 2.7 | 104.6 | 109.2 | 4.6 | 4.4 |

\| Aircraft structure, surfaces, rigging, and systems assemblers | 51-2011 | 2.7 | 31.4 | 26.3 | -5.2 | -16.4 |

\| Miscellaneous assemblers and fabricators[2] | 51-2090 | 2.7 | 1,520.8 | 1,527.9 | 7.0 | 0.5 |

\| Food batchmakers | 51-3092 | 2.7 | 171.3 | 186.8 | 15.5 | 9.1 |

\| Extruding, forming, pressing, and compacting machine setters, operators, and tenders | 51-9041 | 2.7 | 57.2 | 58.7 | 1.6 | 2.7 |

\| Dental laboratory technicians | 51-9081 | 2.7 | 35.1 | 33.7 | -1.5 | -4.2 |

\| Medical appliance technicians | 51-9082 | 2.7 | 13.0 | 13.5 | 0.5 | 3.9 |

\| Ophthalmic laboratory technicians | 51-9083 | 2.7 | 18.9 | 19.2 | 0.3 | 1.6 |

\| Stockers and order fillers | 53-7065 | 2.7 | 2,864.7 | 3,033.3 | 168.6 | 5.9 |

\| Surgical technologists | 29-2055 | 2.6 | 112.8 | 119.3 | 6.5 | 5.8 |

\| Home health and personal care aides | 31-1120 | 2.6 | 3,961.9 | 4,782.4 | 820.5 | 20.7 |

\| Nursing assistants | 31-1131 | 2.6 | 1,419.4 | 1,481.8 | 62.4 | 4.4 |

\| Baggage porters and bellhops | 39-6011 | 2.6 | 29.5 | 29.6 | 0.1 | 0.5 |

\| Gambling change persons and booth cashiers | 41-2012 | 2.6 | 21.4 | 20.5 | -0.9 | -4.3 |

\| Couriers and messengers | 43-5021 | 2.6 | 225.5 | 244.3 | 18.8 | 8.3 |

\| Miscellaneous construction and related workers[2] | 47-4090 | 2.6 | 31.6 | 32.9 | 1.3 | 4.0 |

\| Explosives workers, ordnance handling experts, and blasters | 47-5032 | 2.6 | 4.8 | 4.8 | 0.1 | 1.2 |

\| Rolling machine setters, operators, and tenders, metal and plastic | 51-4023 | 2.6 | 25.0 | 23.1 | -1.9 | -7.7 |

\| Milling and planing machine setters, operators, and tenders, metal and plastic | 51-4035 | 2.6 | 14.1 | 12.3 | -1.8 | -12.9 |

\| Machinists | 51-4041 | 2.6 | 298.0 | 303.0 | 5.0 | 1.7 |

\| Printing press operators | 51-5112 | 2.6 | 156.2 | 141.3 | -14.9 | -9.5 |

\| Patternmakers, wood | 51-7032 | 2.6 | 0.5 | 0.4 | -0.1 | -13.5 |

\| Cutting and slicing machine setters, operators, and tenders | 51-9032 | 2.6 | 52.5 | 51.1 | -1.4 | -2.7 |

\| Adhesive bonding machine operators and tenders | 51-9191 | 2.6 | 12.5 | 12.4 | -0.1 | -0.5 |

\| Production workers, all other[2] | 51-9199 | 2.6 | 265.1 | 270.1 | 5.0 | 1.9 |

\| Heavy and tractor-trailer truck drivers | 53-3032 | 2.6 | 2,211.3 | 2,313.4 | 102.0 | 4.6 |

\| Rail yard engineers, dinkey operators, and hostlers | 53-4013 | 2.6 | 2.4 | 2.4 | 0.0 | 0.5 |

\| Packers and packagers, hand | 53-7064 | 2.6 | 641.3 | 614.3 | -26.9 | -4.2 |

\| Actors | 27-2011 | 2.5 | 76.0 | 79.5 | 3.5 | 4.5 |

\| Umpires, referees, and other sports officials | 27-2023 | 2.5 | 23.1 | 25.5 | 2.4 | 10.4 |

\| Lighting technicians[2] | 27-4015 | 2.5 | 10.8 | 10.5 | -0.3 | -3.0 |

\| Massage therapists | 31-9011 | 2.5 | 147.1 | 173.2 | 26.0 | 17.7 |

\| Pesticide handlers, sprayers, and applicators, vegetation | 37-3012 | 2.5 | 26.7 | 28.0 | 1.4 | 5.1 |

\| Amusement and recreation attendants | 39-3091 | 2.5 | 381.5 | 398.6 | 17.1 | 4.5 |

\| Costume attendants | 39-3092 | 2.5 | 6.5 | 7.0 | 0.5 | 7.1 |

\| Crematory operators[2] | 39-4012 | 2.5 | 3.2 | 3.4 | 0.2 | 4.7 |

\| Funeral attendants | 39-4021 | 2.5 | 32.9 | 33.9 | 1.1 | 3.2 |

\| Personal care and service workers, all other[2] | 39-9099 | 2.5 | 93.1 | 104.4 | 11.3 | 12.1 |

\| Carpenters | 47-2031 | 2.5 | 923.1 | 961.6 | 38.6 | 4.2 |

\| Electricians | 47-2111 | 2.5 | 779.8 | 864.1 | 84.3 | 10.8 |

\| Sheet metal workers | 47-2211 | 2.5 | 124.2 | 127.1 | 2.9 | 2.3 |

\| Helpers--electricians | 47-3013 | 2.5 | 71.5 | 72.2 | 0.7 | 1.0 |

\| Service unit operators, oil and gas | 47-5013 | 2.5 | 48.7 | 49.7 | 1.0 | 2.1 |

\| Commercial divers | 49-9092 | 2.5 | 3.2 | 3.5 | 0.3 | 8.3 |

\| Riggers | 49-9096 | 2.5 | 24.2 | 25.4 | 1.2 | 4.9 |

\| Engine and other machine assemblers | 51-2031 | 2.5 | 49.0 | 38.6 | -10.4 | -21.3 |

\| Food cooking machine operators and tenders | 51-3093 | 2.5 | 30.7 | 31.1 | 0.3 | 1.0 |

\| Extruding and drawing machine setters, operators, and tenders, metal and plastic | 51-4021 | 2.5 | 64.1 | 65.3 | 1.3 | 2.0 |

\| Forging machine setters, operators, and tenders, metal and plastic | 51-4022 | 2.5 | 9.3 | 7.9 | -1.5 | -15.7 |

\| Lathe and turning machine tool setters, operators, and tenders, metal and plastic | 51-4034 | 2.5 | 19.7 | 17.5 | -2.3 | -11.4 |

\| Heat treating equipment setters, operators, and tenders, metal and plastic | 51-4191 | 2.5 | 15.2 | 13.8 | -1.4 | -9.5 |

\| Separating, filtering, clarifying, precipitating, and still machine setters, operators, and tenders | 51-9012 | 2.5 | 53.4 | 54.3 | 0.9 | 1.7 |

\| Light truck drivers | 53-3033 | 2.5 | 1,092.6 | 1,188.9 | 96.3 | 8.8 |

\| Motor vehicle operators, all other[2] | 53-3099 | 2.5 | 86.5 | 93.6 | 7.1 | 8.3 |

\| Rail transportation workers, all other[2] | 53-4099 | 2.5 | 1.9 | 2.0 | 0.1 | 3.5 |

\| Farm labor contractors | 13-1074 | 2.4 | 1.5 | 1.6 | 0.1 | 6.6 |

\| Food servers, nonrestaurant | 35-3041 | 2.4 | 278.6 | 292.2 | 13.7 | 4.9 |

\| Janitors and cleaners, except maids and housekeeping cleaners | 37-2011 | 2.4 | 2,431.6 | 2,507.3 | 75.8 | 3.1 |

\| Hairdressers, hairstylists, and cosmetologists | 39-5012 | 2.4 | 571.1 | 611.4 | 40.3 | 7.1 |

\| Demonstrators and product promoters | 41-9011 | 2.4 | 56.5 | 59.2 | 2.8 | 4.9 |

\| Plumbers, pipefitters, and steamfitters | 47-2152 | 2.4 | 473.4 | 499.7 | 26.3 | 5.6 |

\| Hazardous materials removal workers | 47-4041 | 2.4 | 50.3 | 50.9 | 0.5 | 1.0 |

\| Highway maintenance workers | 47-4051 | 2.4 | 160.4 | 166.5 | 6.1 | 3.8 |

\| Recreational vehicle service technicians | 49-3092 | 2.4 | 18.4 | 20.2 | 1.8 | 9.9 |

\| Mechanical door repairers | 49-9011 | 2.4 | 27.7 | 30.9 | 3.2 | 11.4 |

\| Maintenance workers, machinery | 49-9043 | 2.4 | 59.0 | 63.6 | 4.6 | 7.8 |

\| Electrical, electronic, and electromechanical assemblers, except coil winders, tapers, and finishers | 51-2028 | 2.4 | 271.1 | 290.6 | 19.5 | 7.2 |

\| Timing device assemblers and adjusters | 51-2061 | 2.4 | 0.4 | 0.3 | -0.1 | -16.3 |

\| Food and tobacco roasting, baking, and drying machine operators and tenders | 51-3091 | 2.4 | 19.6 | 20.0 | 0.4 | 2.2 |

\| Tool grinders, filers, and sharpeners | 51-4194 | 2.4 | 6.8 | 6.3 | -0.5 | -7.8 |

\| Furnace, kiln, oven, drier, and kettle operators and tenders | 51-9051 | 2.4 | 15.2 | 15.5 | 0.3 | 2.0 |

\| Cleaning, washing, and metal pickling equipment operators and tenders | 51-9192 | 2.4 | 15.8 | 16.6 | 0.7 | 4.5 |

\| Locomotive engineers | 53-4011 | 2.4 | 27.5 | 27.9 | 0.4 | 1.3 |

\| Motorboat operators | 53-5022 | 2.4 | 3.1 | 3.2 | 0.1 | 3.4 |

\| Automotive and watercraft service attendants | 53-6031 | 2.4 | 94.6 | 94.5 | -0.1 | -0.1 |

\| Transportation workers, all other[2] | 53-6099 | 2.4 | 11.3 | 11.9 | 0.6 | 5.3 |

\| Industrial truck and tractor operators | 53-7051 | 2.4 | 770.8 | 791.9 | 21.2 | 2.7 |

\| Material moving workers, all other[2] | 53-7199 | 2.4 | 26.5 | 27.6 | 1.2 | 4.4 |

\| School bus monitors[2] | 33-9094 | 2.3 | 70.1 | 68.4 | -1.7 | -2.4 |

\| Bartenders | 35-3011 | 2.3 | 734.3 | 798.9 | 64.5 | 8.8 |

\| Ushers, lobby attendants, and ticket takers | 39-3031 | 2.3 | 119.7 | 122.7 | 3.1 | 2.6 |

\| Entertainment attendants and related workers, all other[2] | 39-3099 | 2.3 | 7.9 | 8.3 | 0.4 | 5.2 |

\| Tour and travel guides | 39-7010 | 2.3 | 56.3 | 61.7 | 5.3 | 9.5 |

\| Cashiers | 41-2011 | 2.3 | 3,338.8 | 2,985.7 | -353.1 | -10.6 |

\| Farmworkers and laborers, crop, nursery, and greenhouse | 45-2092 | 2.3 | 497.3 | 485.4 | -11.9 | -2.4 |

\| Farmworkers, farm, ranch, and aquacultural animals | 45-2093 | 2.3 | 204.7 | 194.1 | -10.6 | -5.2 |

\| Agricultural workers, all other[2] | 45-2099 | 2.3 | 11.0 | 11.3 | 0.3 | 2.5 |

\| Electrical power-line installers and repairers | 49-9051 | 2.3 | 123.4 | 132.8 | 9.4 | 7.6 |

\| Watch and clock repairers | 49-9064 | 2.3 | 1.9 | 1.9 | 0.0 | 0.0 |

\| Food processing workers, all other[2] | 51-3099 | 2.3 | 66.8 | 69.7 | 2.9 | 4.4 |

\| Molding, coremaking, and casting machine setters, operators, and tenders, metal and plastic | 51-4072 | 2.3 | 158.8 | 154.9 | -3.9 | -2.5 |

\| Layout workers, metal and plastic | 51-4192 | 2.3 | 6.9 | 6.7 | -0.2 | -3.5 |

\| Metal workers and plastic workers, all other[2] | 51-4199 | 2.3 | 20.7 | 19.2 | -1.4 | -6.9 |

\| Textile cutting machine setters, operators, and tenders | 51-6062 | 2.3 | 9.9 | 8.7 | -1.2 | -11.7 |

\| Textile knitting and weaving machine setters, operators, and tenders | 51-6063 | 2.3 | 16.4 | 14.4 | -1.9 | -11.8 |

\| Grinding and polishing workers, hand | 51-9022 | 2.3 | 12.5 | 10.3 | -2.2 | -17.8 |

\| Mixing and blending machine setters, operators, and tenders | 51-9023 | 2.3 | 107.8 | 112.4 | 4.7 | 4.3 |

\| Packaging and filling machine operators and tenders | 51-9111 | 2.3 | 367.9 | 392.5 | 24.6 | 6.7 |

\| Driver/sales workers | 53-3031 | 2.3 | 503.2 | 549.3 | 46.1 | 9.2 |

\| Bus drivers, school[2] | 53-3051 | 2.3 | 365.3 | 368.9 | 3.6 | 1.0 |

\| Bus drivers, transit and intercity | 53-3052 | 2.3 | 194.1 | 204.1 | 10.1 | 5.2 |

\| Shuttle drivers and chauffeurs[2] | 53-3053 | 2.3 | 222.3 | 241.3 | 19.0 | 8.5 |

\| Taxi drivers[2] | 53-3054 | 2.3 | 171.1 | 193.8 | 22.7 | 13.3 |

\| Sailors and marine oilers | 53-5011 | 2.3 | 32.1 | 33.2 | 1.1 | 3.5 |

\| Crane and tower operators | 53-7021 | 2.3 | 42.6 | 44.2 | 1.6 | 3.7 |

\| Cleaners of vehicles and equipment | 53-7061 | 2.3 | 402.7 | 420.6 | 17.8 | 4.4 |

\| Musicians and singers | 27-2042 | 2.2 | 169.3 | 172.8 | 3.5 | 2.1 |

\| Orderlies | 31-1132 | 2.2 | 50.0 | 52.2 | 2.3 | 4.5 |

\| Cooks, institution and cafeteria | 35-2012 | 2.2 | 456.3 | 471.1 | 14.9 | 3.3 |

\| Building cleaning workers, all other[2] | 37-2019 | 2.2 | 15.2 | 15.8 | 0.6 | 4.3 |

\| Pest control workers | 37-2021 | 2.2 | 98.2 | 105.1 | 6.9 | 7.0 |

\| Childcare workers | 39-9011 | 2.2 | 970.8 | 957.8 | -13.0 | -1.3 |

\| Postal service mail sorters, processors, and processing machine operators | 43-5053 | 2.2 | 111.3 | 102.5 | -8.7 | -7.9 |

\| Agricultural equipment operators | 45-2091 | 2.2 | 62.7 | 68.0 | 5.3 | 8.4 |

\| Fishing and hunting workers | 45-3031 | 2.2 | 25.5 | 25.3 | -0.2 | -0.7 |

\| Boilermakers | 47-2011 | 2.2 | 11.3 | 11.2 | -0.1 | -1.2 |

\| Solar photovoltaic installers | 47-2231 | 2.2 | 25.0 | 37.0 | 12.0 | 48.0 |

\| Septic tank servicers and sewer pipe cleaners | 47-4071 | 2.2 | 30.1 | 32.6 | 2.4 | 8.1 |

\| Roustabouts, oil and gas | 47-5071 | 2.2 | 46.0 | 48.6 | 2.5 | 5.5 |

\| Helpers--extraction workers | 47-5081 | 2.2 | 7.7 | 7.8 | 0.1 | 1.8 |

\| Rail car repairers | 49-3043 | 2.2 | 20.2 | 21.1 | 0.9 | 4.4 |

\| Tire repairers and changers | 49-3093 | 2.2 | 107.6 | 113.3 | 5.7 | 5.3 |

\| Bakers | 51-3011 | 2.2 | 243.4 | 256.1 | 12.7 | 5.2 |

\| Butchers and meat cutters | 51-3021 | 2.2 | 139.1 | 136.2 | -2.9 | -2.1 |

\| Metal-refining furnace operators and tenders | 51-4051 | 2.2 | 21.4 | 20.4 | -1.0 | -4.8 |

\| Print binding and finishing workers | 51-5113 | 2.2 | 38.1 | 31.4 | -6.7 | -17.5 |

\| Sewers, hand | 51-6051 | 2.2 | 5.6 | 4.9 | -0.7 | -12.2 |

\| Model makers, wood | 51-7031 | 2.2 | 1.1 | 1.0 | -0.1 | -12.8 |

\| Paper goods machine setters, operators, and tenders | 51-9196 | 2.2 | 95.2 | 83.3 | -11.9 | -12.5 |

\| Preschool teachers, except special education | 25-2011 | 2.1 | 528.5 | 551.8 | 23.3 | 4.4 |

\| Cooks, short order | 35-2015 | 2.1 | 128.8 | 123.5 | -5.3 | -4.1 |

\| Dining room and cafeteria attendants and bartender helpers | 35-9011 | 2.1 | 493.8 | 534.7 | 40.9 | 8.3 |

\| Hosts and hostesses, restaurant, lounge, and coffee shop | 35-9031 | 2.1 | 435.6 | 437.0 | 1.4 | 0.3 |

\| Gambling and sports book writers and runners | 39-3012 | 2.1 | 9.6 | 9.4 | -0.2 | -2.4 |

\| Cement masons and concrete finishers | 47-2051 | 2.1 | 211.8 | 210.3 | -1.5 | -0.7 |

\| Pile driver operators | 47-2072 | 2.1 | 3.1 | 3.3 | 0.1 | 4.6 |

\| Insulation workers, mechanical | 47-2132 | 2.1 | 23.4 | 24.6 | 1.2 | 5.1 |

\| Painters, construction and maintenance | 47-2141 | 2.1 | 338.9 | 352.4 | 13.6 | 4.0 |

\| Rail-track laying and maintenance equipment operators | 47-4061 | 2.1 | 17.7 | 18.1 | 0.4 | 2.5 |

\| Extraction workers, all other[2] | 47-5099 | 2.1 | 7.4 | 7.4 | 0.0 | -0.5 |

\| Automotive body and related repairers | 49-3021 | 2.1 | 169.2 | 171.4 | 2.1 | 1.3 |

\| Meat, poultry, and fish cutters and trimmers | 51-3022 | 2.1 | 141.1 | 147.7 | 6.6 | 4.7 |

\| Cutting, punching, and press machine setters, operators, and tenders, metal and plastic | 51-4031 | 2.1 | 181.3 | 161.0 | -20.3 | -11.2 |

\| Pourers and casters, metal | 51-4052 | 2.1 | 5.6 | 5.2 | -0.4 | -6.7 |

\| Textile bleaching and dyeing machine operators and tenders | 51-6061 | 2.1 | 6.9 | 6.1 | -0.7 | -10.3 |

\| Crushing, grinding, and polishing machine setters, operators, and tenders | 51-9021 | 2.1 | 26.5 | 26.3 | -0.3 | -1.0 |

\| Coating, painting, and spraying machine setters, operators, and tenders | 51-9124 | 2.1 | 167.9 | 169.9 | 2.0 | 1.2 |

\| Tire builders | 51-9197 | 2.1 | 20.7 | 21.3 | 0.6 | 3.1 |

\| Helpers--production workers | 51-9198 | 2.1 | 183.5 | 168.4 | -15.2 | -8.3 |

\| Laborers and freight, stock, and material movers, hand | 53-7062 | 2.1 | 3,004.8 | 3,130.6 | 125.7 | 4.2 |

\| Cooks, restaurant | 35-2014 | 2.0 | 1,434.2 | 1,678.6 | 244.5 | 17.0 |

\| Cooks, all other[2] | 35-2019 | 2.0 | 20.0 | 21.1 | 1.0 | 5.2 |

\| Food preparation workers | 35-2021 | 2.0 | 904.8 | 870.8 | -34.0 | -3.8 |

\| Fast food and counter workers | 35-3023 | 2.0 | 3,734.1 | 3,946.5 | 212.5 | 5.7 |

\| Waiters and waitresses | 35-3031 | 2.0 | 2,277.9 | 2,300.8 | 22.9 | 1.0 |

\| Food preparation and serving related workers, all other[2] | 35-9099 | 2.0 | 88.6 | 95.3 | 6.8 | 7.6 |

\| Paving, surfacing, and tamping equipment operators | 47-2071 | 2.0 | 44.5 | 46.3 | 1.7 | 3.9 |

\| Glaziers | 47-2121 | 2.0 | 56.5 | 58.6 | 2.1 | 3.8 |

\| Helpers--roofers | 47-3016 | 2.0 | 4.8 | 5.0 | 0.3 | 5.6 |

\| Helpers, construction trades, all other[2] | 47-3019 | 2.0 | 28.0 | 30.4 | 2.3 | 8.3 |

\| Derrick operators, oil and gas | 47-5011 | 2.0 | 12.1 | 12.5 | 0.4 | 3.1 |

\| Automotive glass installers and repairers | 49-3022 | 2.0 | 21.7 | 22.1 | 0.4 | 2.0 |

\| Coil winders, tapers, and finishers | 51-2021 | 2.0 | 12.1 | 10.9 | -1.1 | -9.3 |

\| Fiberglass laminators and fabricators | 51-2051 | 2.0 | 20.9 | 21.8 | 1.0 | 4.6 |

\| Plating machine setters, operators, and tenders, metal and plastic | 51-4193 | 2.0 | 32.4 | 28.8 | -3.6 | -11.1 |

\| Textile winding, twisting, and drawing out machine setters, operators, and tenders | 51-6064 | 2.0 | 24.1 | 22.0 | -2.1 | -8.8 |

\| Jewelers and precious stone and metal workers | 51-9071 | 2.0 | 46.2 | 44.5 | -1.7 | -3.7 |

\| Molders, shapers, and casters, except metal and plastic | 51-9195 | 2.0 | 49.2 | 51.8 | 2.6 | 5.3 |

\| Railroad brake, signal, and switch operators and locomotive firers | 53-4022 | 2.0 | 12.0 | 12.1 | 0.2 | 1.5 |

\| Subway and streetcar operators | 53-4041 | 2.0 | 15.4 | 16.0 | 0.7 | 4.2 |

\| Parking attendants | 53-6021 | 2.0 | 120.9 | 127.3 | 6.4 | 5.3 |

\| Conveyor operators and tenders | 53-7011 | 2.0 | 30.4 | 30.1 | -0.3 | -0.9 |

\| Machine feeders and offbearers | 53-7063 | 2.0 | 43.8 | 38.2 | -5.6 | -12.7 |

\| Cooks, fast food | 35-2011 | 1.9 | 682.2 | 588.5 | -93.7 | -13.7 |

\| Models | 41-9012 | 1.9 | 3.6 | 3.6 | 0.0 | -0.4 |

\| Graders and sorters, agricultural products | 45-2041 | 1.9 | 32.2 | 30.6 | -1.5 | -4.7 |

\| Logging equipment operators | 45-4022 | 1.9 | 34.1 | 32.8 | -1.3 | -3.8 |

\| Logging workers, all other[2] | 45-4029 | 1.9 | 3.7 | 3.4 | -0.3 | -7.4 |

\| Brickmasons and blockmasons | 47-2021 | 1.9 | 72.6 | 75.0 | 2.4 | 3.3 |

\| Floor sanders and finishers | 47-2043 | 1.9 | 6.6 | 6.8 | 0.2 | 2.5 |

\| Construction laborers | 47-2061 | 1.9 | 1,401.2 | 1,516.6 | 115.4 | 8.2 |

\| Operating engineers and other construction equipment operators | 47-2073 | 1.9 | 468.0 | 487.6 | 19.6 | 4.2 |

\| Roofers | 47-2181 | 1.9 | 168.1 | 177.9 | 9.8 | 5.8 |

\| Fence erectors | 47-4031 | 1.9 | 24.3 | 25.5 | 1.2 | 4.8 |

\| Rotary drill operators, oil and gas | 47-5012 | 1.9 | 12.8 | 13.1 | 0.3 | 2.2 |

\| Excavating and loading machine and dragline operators, surface mining | 47-5022 | 1.9 | 34.4 | 34.1 | -0.3 | -0.8 |

\| Manufactured building and mobile home installers | 49-9095 | 1.9 | 3.3 | 2.7 | -0.6 | -19.6 |

\| Foundry mold and coremakers | 51-4071 | 1.9 | 11.8 | 8.9 | -2.9 | -24.6 |

\| Woodworking machine setters, operators, and tenders, except sawing | 51-7042 | 1.9 | 60.6 | 59.3 | -1.3 | -2.2 |

\| Painting, coating, and decorating workers | 51-9123 | 1.9 | 11.4 | 11.6 | 0.2 | 1.5 |

\| Hoist and winch operators | 53-7041 | 1.9 | 2.7 | 2.7 | 0.0 | -0.5 |

\| Crossing guards and flaggers | 33-9091 | 1.8 | 93.0 | 97.2 | 4.2 | 4.5 |

\| Dishwashers | 35-9021 | 1.8 | 475.0 | 481.9 | 6.9 | 1.4 |

\| Maids and housekeeping cleaners | 37-2012 | 1.8 | 1,335.5 | 1,346.2 | 10.8 | 0.8 |

\| Gambling service workers, all other[2] | 39-3019 | 1.8 | 14.5 | 14.9 | 0.4 | 2.9 |

\| Plasterers and stucco masons | 47-2161 | 1.8 | 24.1 | 24.9 | 0.8 | 3.3 |

\| Reinforcing iron and rebar workers | 47-2171 | 1.8 | 21.9 | 22.9 | 0.9 | 4.2 |

\| Helpers--carpenters | 47-3012 | 1.8 | 22.3 | 21.6 | -0.7 | -3.0 |

\| Earth drillers, except oil and gas | 47-5023 | 1.8 | 18.9 | 19.7 | 0.8 | 4.0 |

\| Structural metal fabricators and fitters | 51-2041 | 1.8 | 59.3 | 50.3 | -9.1 | -15.3 |

\| Welders, cutters, solderers, and brazers | 51-4121 | 1.8 | 454.5 | 463.8 | 9.3 | 2.0 |

\| Welding, soldering, and brazing machine setters, operators, and tenders | 51-4122 | 1.8 | 35.6 | 32.5 | -3.2 | -8.9 |

\| Pressers, textile, garment, and related materials | 51-6021 | 1.8 | 29.3 | 25.8 | -3.5 | -12.0 |

\| Shoe and leather workers and repairers | 51-6041 | 1.8 | 9.4 | 8.3 | -1.1 | -11.9 |

\| Tailors, dressmakers, and custom sewers | 51-6052 | 1.8 | 24.6 | 23.0 | -1.6 | -6.5 |

\| Textile, apparel, and furnishings workers, all other[2] | 51-6099 | 1.8 | 15.6 | 14.1 | -1.5 | -9.5 |

\| Cabinetmakers and bench carpenters | 51-7011 | 1.8 | 99.7 | 97.0 | -2.7 | -2.7 |

\| Furniture finishers | 51-7021 | 1.8 | 18.2 | 17.9 | -0.3 | -1.6 |

\| Woodworkers, all other[2] | 51-7099 | 1.8 | 15.1 | 13.1 | -2.0 | -13.5 |

\| Dredge operators | 53-7031 | 1.8 | 1.2 | 1.2 | 0.0 | 2.1 |

\| Dancers | 27-2031 | 1.7 | 15.2 | 16.2 | 1.0 | 6.7 |

\| Gambling dealers | 39-3011 | 1.7 | 86.8 | 89.6 | 2.8 | 3.2 |

\| Manicurists and pedicurists | 39-5092 | 1.7 | 212.7 | 237.8 | 25.1 | 11.8 |

\| Postal service mail carriers | 43-5052 | 1.7 | 316.7 | 307.1 | -9.5 | -3.0 |

\| Paperhangers | 47-2142 | 1.7 | 2.9 | 3.1 | 0.2 | 5.7 |

\| Pipelayers | 47-2151 | 1.7 | 37.3 | 36.4 | -0.9 | -2.3 |

\| Helpers--pipelayers, plumbers, pipefitters, and steamfitters | 47-3015 | 1.7 | 47.1 | 49.8 | 2.8 | 5.9 |

\| Continuous mining machine operators | 47-5041 | 1.7 | 16.1 | 15.8 | -0.3 | -1.8 |

\| Roof bolters, mining | 47-5043 | 1.7 | 2.0 | 1.4 | -0.6 | -32.0 |

\| Underground mining machine operators, all other[2] | 47-5049 | 1.7 | 2.6 | 2.5 | -0.1 | -4.5 |

\| Rock splitters, quarry | 47-5051 | 1.7 | 3.7 | 3.8 | 0.1 | 2.8 |

\| Laundry and dry-cleaning workers | 51-6011 | 1.7 | 195.4 | 206.2 | 10.8 | 5.5 |

\| Shoe machine operators and tenders | 51-6042 | 1.7 | 6.1 | 5.2 | -0.8 | -13.6 |

\| Sawing machine setters, operators, and tenders, wood | 51-7041 | 1.7 | 45.6 | 45.3 | -0.2 | -0.5 |

\| Cutters and trimmers, hand | 51-9031 | 1.7 | 6.9 | 5.6 | -1.3 | -18.4 |

\| Tree trimmers and pruners | 37-3013 | 1.6 | 67.1 | 70.4 | 3.2 | 4.8 |

\| Grounds maintenance workers, all other[2] | 37-3019 | 1.6 | 14.1 | 14.6 | 0.5 | 3.8 |

\| Barbers | 39-5011 | 1.6 | 78.4 | 83.3 | 5.0 | 6.4 |

\| Shampooers | 39-5093 | 1.6 | 13.3 | 14.5 | 1.3 | 9.5 |

\| Skincare specialists | 39-5094 | 1.6 | 81.8 | 90.2 | 8.4 | 10.3 |

\| Tile and stone setters | 47-2044 | 1.6 | 55.6 | 61.4 | 5.8 | 10.4 |

\| Drywall and ceiling tile installers | 47-2081 | 1.6 | 116.6 | 120.4 | 3.8 | 3.3 |

\| Insulation workers, floor, ceiling, and wall | 47-2131 | 1.6 | 39.1 | 40.2 | 1.0 | 2.7 |

\| Structural iron and steel workers | 47-2221 | 1.6 | 66.1 | 68.9 | 2.7 | 4.1 |

\| Refractory materials repairers, except brickmasons | 49-9045 | 1.6 | 0.6 | 0.5 | -0.1 | -17.8 |

\| Slaughterers and meat packers | 51-3023 | 1.6 | 72.8 | 73.8 | 1.0 | 1.4 |

\| Sewing machine operators | 51-6031 | 1.6 | 128.7 | 111.8 | -17.0 | -13.2 |

\| Upholsterers | 51-6093 | 1.6 | 30.7 | 30.1 | -0.6 | -2.0 |

\| Passenger attendants | 53-6061 | 1.6 | 21.6 | 22.9 | 1.3 | 5.8 |

\| Refuse and recyclable material collectors | 53-7081 | 1.6 | 148.4 | 151.9 | 3.5 | 2.3 |

\| Landscaping and groundskeeping workers | 37-3011 | 1.5 | 1,188.2 | 1,248.3 | 60.1 | 5.1 |

\| Floor layers, except carpet, wood, and hard tiles | 47-2042 | 1.5 | 32.8 | 36.1 | 3.3 | 10.1 |

\| Terrazzo workers and finishers | 47-2053 | 1.5 | 1.5 | 1.4 | -0.1 | -8.4 |

\| Loading and moving machine operators, underground mining | 47-5044 | 1.5 | 5.3 | 4.1 | -1.2 | -22.9 |

\| Locker room, coatroom, and dressing room attendants | 39-3093 | 1.4 | 15.5 | 16.7 | 1.2 | 8.0 |

\| Stonemasons | 47-2022 | 1.4 | 12.4 | 12.0 | -0.4 | -3.6 |

\| Carpet installers | 47-2041 | 1.4 | 20.3 | 18.5 | -1.8 | -8.9 |

\| Helpers--brickmasons, blockmasons, stonemasons, and tile and marble setters | 47-3011 | 1.4 | 17.1 | 15.6 | -1.6 | -9.1 |

\| Fallers | 45-4021 | 1.3 | 6.9 | 6.3 | -0.6 | -8.4 |

\| Helpers--painters, paperhangers, plasterers, and stucco masons | 47-3014 | 1.3 | 7.8 | 8.0 | 0.1 | 1.9 |

\| Tapers | 47-2082 | 1.2 | 20.0 | 19.8 | -0.1 | -0.7 |

\| Footnotes: [1] Skills scores range from 1.0 (Not important) to 5.0 (Extremely important). More information can be found on the EP definitions page: https://www.bls.gov/emp/documentation/definitions.htm. [2] Skills information from similar O*NET-SOC occupation(s) imputed for this occupation. More information can be found in the following file: Crosswalk of O*NET-SOC occupations to National Employment Matrix occupations for skills mapping.xlsx. Source: Employment Projections program, U.S. Bureau of Labor Statistics | | | | | | |

**Last Modified Date:**August 29, 2024

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