I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Scientist
Professional degree (JD, MD, etc.)
Employed full-time
White or of European descent
Flex time or a flexible schedule;Languages, frameworks, and other technologies I’d be working with;Specific department or team I’d be working on
Very satisfied
I am not interested in new job opportunities
Apache Spark;Keras;Pandas;TensorFlow;Torch/PyTorch
Keras;Pandas;TensorFlow;Torch/PyTorch
Github;Slack;Google Suite (Docs, Meet, etc)
Github;Slack;Google Suite (Docs, Meet, etc)
Somewhat important
Very important
Curious about other opportunities;Better compensation;Trouble with my direct manager;Wanting to work with new technologies;Growth or leadership opportunities;Looking to relocate
Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company
Once every few years
Rarely: 1-2 days per year or less
Hello, old friend
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Call a coworker or friend;Visit Stack Overflow;Do other work and come back later
10,000 or more employees
AWS;Docker;Google Cloud Platform;Linux;Microsoft Azure;Windows
Docker;Linux;Windows
I have little or no influence
Straight / Heterosexual
No, not really
Daily or almost daily
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
At least 30