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
Industry that I’d be working in;How widely used or impactful my work output would be;Office environment or company culture
Very satisfied
I am not interested in new job opportunities
Keras;Pandas;TensorFlow;Torch/PyTorch
Keras;Pandas;TensorFlow;Torch/PyTorch
Github;Microsoft Teams
Github;Microsoft Teams;Trello
Somewhat important
Very important
Having a bad day (or week or month) at work;Trouble with my teammates;Trouble with my direct manager;Better work/life balance;Growth or leadership opportunities
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
Every few months
Never
Hello, old friend
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Meditate;Visit Stack Overflow;Do other work and come back later
10,000 or more employees
AWS;Linux;Microsoft Azure;Windows
AWS;Linux;Microsoft Azure;Windows
I have little or no influence
Straight / Heterosexual
Neutral
A few times per month or weekly
A few times per week
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
Under 30