question
stringlengths 7
711
| domain
stringclasses 19
values | company
stringclasses 33
values | year
float64 2.02k
2.03k
⌀ | coding
stringclasses 4
values | personal_exp
stringclasses 3
values |
|---|---|---|---|---|---|
Can you tell me about a time when you overcame a challenge?
|
Data Analytics
|
Goldman Sachs
| null | null | null |
Can you tell me about a time when you received constructive feedback? How did you handle it?
|
Data Science
|
Stripe
| null | null |
pe
|
Can you tell me about a time when your knowledge of current events helped you in achieving better results?
|
Data Analytics
|
Glider
| 2,022 | null | null |
can you tell me about a time you discovered a threat that wasn't previously known?
|
Data Analytics
|
Intel
| null | null | null |
Can you tell me about a weakness you have?
|
Data Analytics
|
JPMorgan Chase
| null | null | null |
Can you tell me about how you see your career developing over the next five years? How does SoFi fit into this plan?
|
Data Science
|
SoFi
| null | null |
pe
|
Can you tell me about the most challenging project you have worked on?
|
Data Engineer
|
Capital One
| null | null | null |
Can you tell me about your experience with ETL tools and how you use them?
|
Data Engineer
| null | null | null |
pe
|
Can you tell me about your experience with real-time data processing?
|
Data Engineer
| null | null | null |
pe
|
Can you tell me about your qualities?
|
Data Analytics
|
Goldman Sachs
| null | null | null |
Can you tell me about yourself?
|
Data Analytics
|
Goldman Sachs
| null | null | null |
Can you tell me about yourself?
|
Data Analytics
|
PayPal
| null | null |
pe
|
Can you tell me how your credentials make you better at your work?
|
Data Analytics
|
Glider
| 2,022 | null | null |
Can you tell me more about the experiences listed on your resume?
|
Data Science
|
Goldman Sachs
| null | null | null |
Can you tell me three things about yourself?
|
Data Analytics
|
JPMorgan Chase
| null | null | null |
Can you tell us about a particularly innovative project you have worked on in the past? What made it innovative and what was the outcome?
|
Data Science
|
Stripe
| null | null |
pe
|
can you tell us about a time where you received unpleasant feedback?
|
Data Analytics
|
Intel
| null | null | null |
Can you use SQL to extract information from a database?
|
Data Science
|
Robinhood
| null | null | null |
Can you walk me through a data integration project youve completed from start to finish?
|
Data Engineer
| null | null | null |
pe
|
Can you walk me through a data pipeline youve built before?
|
Data Engineer
| null | null | null |
pe
|
Can you walk me through a project where you implemented machine learning to solve a specific business problem? What was your approach and what were the results?
|
Data Science
|
Stripe
| null | null |
pe
|
Can you walk me through a project you have worked on that utilized containers and microservices?
|
Technical
| null | null | null |
pe
|
Can you walk me through a recent project you worked on that involved real-time data?
|
Data Engineer
| null | null | null |
pe
|
Can you walk me through a specific ETL project you worked on?
|
Data Engineer
| null | null | null |
pe
|
Can you walk me through how you collaborate with cross-functional teams (such as developers, analysts, and stakeholders) during the data migration process?
|
Data Engineer
| null | null | null |
pe
|
Can you walk me through how you would approach building a predictive model to detect fraudulent transactions in a payment processing system?
|
Data Science
|
Stripe
| null | null | null |
Can you walk me through the concept of bias and variance in machine learning, and offer a practical illustration of how this tradeoff can be apparent in a model's performance?
|
Data Science
|
SAP
| null | null | null |
Can you walk me through the process of conducting an A/B test to compare the effectiveness of two product campaigns, with a goal of detecting a 3% improvement in performance?
|
Data Science
|
SoFi
| null | null | null |
Can you walk me through the process you follow for cleaning and transforming data before using it for analysis or modeling purposes?
|
Data Science
|
Stripe
| null | null | null |
Can you walk me through the steps you take during an ETL process?
|
Machine Learning
|
Plaid
| null | null | null |
can you walk me through the threat intelligence analysis process?
|
Data Analytics
|
Intel
| null | null | null |
Can you walk me through your experience in building and maintaining data pipelines?
|
Data Engineer
| null | null | null |
pe
|
Can you walk me through your experience staying current with the latest trends in the data engineering industry?
|
Data Engineer
| null | null | null |
pe
|
Can you walk me through your experience with designing data migration strategies?
|
Data Engineer
| null | null | null |
pe
|
Can you walk me through your experience with regression analysis?
|
Data Science
|
Stripe
| null | null | null |
Can you walk me through your process for creating a dashboard in Power BI?
|
Data Analytics
| null | null | null | null |
Can you walk me through your resume?
|
Data Analytics
|
Goldman Sachs
| null | null |
pe
|
Can you walk me through your resume?
|
Data Analytics
|
Goldman Sachs
| null | null | null |
can you walk me through your thought process in a data analysis scenario without using computers or datasets?
|
Data Analytics
|
AWS
| null | null | null |
Can you walk me through your thought process when solving a complex data science problem?
|
Data Science
|
Stripe
| null | null |
pe
|
Can you walk us through a data cleaning process you have undertaken in the past?
|
Data Science
|
Stripe
| null | null |
pe
|
Can you walk us through a project you were particularly proud of and explain the technical decisions you made along the way?
|
Technical
| null | null | null |
pe
|
Can you walk us through a project youve worked on where you implemented data governance?
|
Data Engineer
| null | null | null |
pe
|
Can you walk us through a specific case where you built and deployed a model to increase revenue or improve customer experience at a previous company?
|
Data Science
|
Stripe
| null | null |
pe
|
Can you walk us through a specific example of how you have used cross-validation in a past project?
|
Machine Learning
|
Capital One
| null | null | null |
Can you walk us through a technical project involving machine learning that you have worked on?
|
Data Science
|
Goldman Sachs
| null | null |
pe
|
Can you walk us through the process of evaluating the performance of a machine learning model?
|
Machine Learning
|
Capital One
| null | null | null |
Can you walk us through your approach and the specific techniques and algorithms you would use?
|
Data Science
|
Stripe
| null | null |
pe
|
Can you walk us through your approach to analyzing the data provided?
|
Data Science
|
Block
| null | null |
pe
|
can you walk us through your approach to feature selection?
|
Data Science
|
IBM
| null | null | null |
Can you walk us through your approach to processing and cleaning the data provided?
|
Data Science
|
Block
| null | null |
pe
|
Can you walk us through your thought process for selecting an algorithm for a specific problem?
|
Machine Learning
|
Capital One
| null | null | null |
Can you work under stress?
|
Data Analytics
|
JPMorgan Chase
| null | null | null |
Can you write a function to find the student with the maximum average given a list of lists with student names and marks?
|
Data Engineer
|
Goldman Sachs
| null |
coding
| null |
Can you write a function to find the sum of two numbers?
|
Data Science
|
American Express
| null |
coding
| null |
Can you write a k-means clustering model from scratch?
|
Machine Learning
|
JPMorgan Chase
| null |
coding
| null |
can you write a python function to get a sample from a standard normal distribution?
|
Data Science
|
Nvidia
| null | null | null |
Can you write a query that returns all neighborhoods that have 0 users?
|
Data Analytics
|
JPMorgan Chase
| null |
coding
| null |
Can you write a recursive solution to the staircase problem?
|
Data Science
|
Goldman Sachs
| null | null | null |
Can you write a SQL query to group all transactions by customer and calculate the total amount spent per customer?
|
SQL
|
Square (Block)
| null |
coding
| null |
Can you write a SQL query to select the 2nd highest salary in the engineering department?
|
Data Analytics
|
JPMorgan Chase
| null |
coding
| null |
Can you write an alternate solution to this?
|
SQL
|
Citigroup
| null |
coding
| null |
Can you write functions to search for information from that matching certain keywords?
|
Data Science
|
Block
| null |
coding
| null |
Check if a character is a vowel
|
Python
| null | null |
No
|
No
|
Check if a substring exists in a string
|
Python
| null | null |
No
|
No
|
Code a function to count the number of values with repeating digits.
|
Data Science
|
JPMorgan Chase
| null |
coding
| null |
code on Fibonacci number generator
|
Data Science
|
JPMorgan Chase
| null |
coding
| null |
coding in r, multiply all a[i,j] in a i rows j columns dataset.
|
Data Science
|
Google
| null | null | null |
Coinbase aims to improve customer support. How would you use data analysis to identify common user issues and propose solutions to enhance support processes?
|
Data Analytics
|
Coinbase
| null | null | null |
Coinbase aims to improve customer support. How would you use data analysis to identify common user issues and propose solutions to enhance support processes?
|
Machine Learning
|
Coinbase
| null | null | null |
Coinbase is expanding globally. How would you analyze user behavior and preferences across different regions to optimize platform features and services?
|
Data Analytics
|
Coinbase
| null | null | null |
Coinbase is expanding globally. How would you analyze user behavior and preferences across different regions to optimize platform features and services?
|
Machine Learning
|
Coinbase
| null | null | null |
Coinbase operates in a highly regulated industry. How would you ensure compliance with data privacy regulations when handling sensitive user data?
|
Data Analytics
|
Coinbase
| null | null | null |
Coinbase operates in a highly regulated industry. How would you ensure compliance with data privacy regulations when handling sensitive user data?
|
Machine Learning
|
Coinbase
| null | null | null |
Coinbase values data integrity. How do you ensure data accuracy and consistency in your analysis processes?
|
Data Analytics
|
Coinbase
| null | null | null |
Coinbase values data integrity. How do you ensure data accuracy and consistency in your analysis processes?
|
Machine Learning
|
Coinbase
| null | null | null |
compare and contrast r and sas?
|
Data Science
|
IBM
| null | null | null |
Compare and contrast the use of bar charts and scatter plots for visualizing customer spending patterns. When would you choose one over the other, and why?
|
Data Analytics
|
Capital One
| null | null | null |
Compare and contrast two common sorting algorithms, like mergesort and quick sort.
|
Machine Learning
|
Capital One
| null | null | null |
compare k-means and knn algorithms
|
Machine Learning
|
AWS
| null | null | null |
Compare K-means and KNN Algorithms
|
Machine Learning
|
Pico MES
| null | null | null |
compare k-means and knn algorithms.
|
Machine Learning
|
AWS
| null | null | null |
Compute the update formula using batch gradient descent for the cluster mean for cluster k using a learning rate epsilon.
|
Machine Learning
|
Robinhood
| null | null | null |
Compute the update formula using stochastic gradient descent for the cluster mean for cluster k using a learning rate epsilon.
|
Machine Learning
|
Robinhood
| null | null | null |
Consider a filter [-1 -1 -1; 0 0 0; 1 1 1] used for convolution.What edges will this filter extract from the input image?
|
Machine Learning
| null | null | null | null |
Consider a scenario where you have two tables: one containing a list of adults and the other containing a list of children. How would you write a SQL query to pair the oldest adult with the youngest child? Assume there is an age column in both tables and both have an id column. What SQL functions or techniques would you use?
|
Data Engineer
|
JPMorgan Chase
| null | null | null |
Consider a time series chart with a lot of ups and downs. How would you identify the peak points?
|
Data Science
|
Block
| null | null | null |
Consider the Influenza Epidemic for Two-Parent Heterosexual Families. Suppose There's a 17 Percent Probability That at Least One of the Parents Has Contracted the Disease. There's a 12 Percent Probability That the Father Has Contracted Influenza and a 6 Percent Probability That Both the Mother and Father Have Contracted the Disease. What Is the Probability That the Mother HasContracted Influenza?
|
Data Science
| null | null | null | null |
Consider the Number of People Who Show Up at a Bus Station Is Poisson with Mean 2.5/h. What Is the Probability That at Most Three People Show Up in a Four Hour Period?
|
Data Analytics
| null | null | null | null |
Considering a Long List of Machine Learning Algorithms, given a Data Set, How Do You Decide Which One to Use?
|
Machine Learning
| null | null | null | null |
Considering a Long List of Machine Learning Algorithms, given a Data Set, How Do You Decide Which One to Use?
|
Machine Learning
| null | null | null | null |
Convert a Binary Search Tree into a Skewed tree in increasing or decreasing order
|
Data Engineer
|
JPMorgan Chase
| null |
coding
| null |
Convert a string to uppercase and lowercase
|
Python
| null | null |
No
|
No
|
Could we possibly split characters X and Y into two different sets so that the graph becomes a bipartite? X is connected to Z. Y is connected to Z. X is connected to Y.
|
Data Science
|
SAP
| null | null | null |
could you describe a project or initiative where you played a pivotal role in a team?
|
Machine Learning
|
IBM
| null | null | null |
Could you describe specific and technical details on the implementation of a neural network algorithm?
|
Data Science
|
JPMorgan Chase
| null | null |
pe
|
Could you describe what percentiles represent in statistics and outline the steps to find the nth percentile? Also, can you program this?
|
Data Science
|
Coinbase
| null | null | null |
Could you discuss some common methods used in Time Series Forecasting?
|
Machine Learning
|
Plaid
| null | null | null |
Could you discuss the challenges presented by the curse of dimensionality and how you'd tackle them?
|
Data Science
|
Robinhood
| null | null | null |
Could you discuss the favorable and less favorable features of Support Vector Machines?
|
Machine Learning
|
Coinbase
| null | null | null |
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