I am a developer by profession
United States dollar
Data scientist or machine learning specialist
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
White or of European descent
Languages, frameworks, and other technologies I’d be working with;How widely used or impactful my work output would be;Office environment or company culture
Very satisfied
I’m not actively looking, but I am open to new opportunities
Keras;Pandas;TensorFlow;Torch/PyTorch
Keras;Pandas;TensorFlow
Github;Slack;Microsoft Azure;Google Suite (Docs, Meet, etc)
Confluence;Jira;Github;Slack;Google Suite (Docs, Meet, etc);Stack Overflow for Teams
Extremely important
Somewhat important
Having a bad day (or week or month) at work
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
Once a year
Often: 1-2 days per week or more
Start a free trial;Read ratings or reviews on third party sites like G2Crowd
Hello, old friend
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow for Teams (private Q&A for organizations)
Visit Stack Overflow
100 to 499 employees
AWS;Docker;Google Cloud Platform;Kubernetes;Linux;Windows
AWS;Docker;Linux;MacOS;Windows
I have some influence
Straight / Heterosexual
Yes, definitely
A few times per week
Multiple times per day
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Somewhat more welcome now than last year
At least 30