I am a developer by profession
European Euro
Academic researcher;Data or business analyst;Data scientist or machine learning specialist;Engineer, data
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;Diversity of the company or organization;Opportunities for professional development
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
Pandas;Teraform;Torch/PyTorch
Apache Spark;Pandas;Teraform
Confluence;Jira;Github;Slack
Confluence;Jira;Github;Slack
Extremely important
Very important
Better compensation;Wanting to work with new technologies
Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind)
Once a year
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);Stack Overflow Talent (for hiring companies/recruiters)
Visit Stack Overflow;Watch help / tutorial videos
100 to 499 employees
AWS;Docker;Linux;MacOS;Raspberry Pi
AWS;Docker;MacOS
I have little or no influence
Straight / Heterosexual
Yes, somewhat
A few times per month or weekly
Daily or almost daily
Appropriate in length
Mathematics or statistics
Somewhat less welcome now than last year
Under 30