I am a developer by profession
European Euro
Data scientist or machine learning specialist
Master’s degree (M.A., M.S., M.Eng., MBA, 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
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
TensorFlow;Torch/PyTorch
Hadoop;Pandas
Confluence;Jira;Github;Gitlab;Slack;Trello
Extremely important
Very important
Having a bad day (or week or month) at work;Curious about other opportunities;Better compensation;Trouble with my direct manager;Better work/life balance;Wanting to work with new technologies
Once a year
Often: 1-2 days per week or more
Indifferent
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;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later
10,000 or more employees
Kubernetes
Docker;Google Cloud Platform;MacOS;Windows
I have little or no influence
Straight / Heterosexual
Yes, somewhat
Less than once per month or monthly
Daily or almost daily
Too long
A natural science (such as biology, chemistry, physics, etc.)
Somewhat more welcome now than last year
At least 30