I am a developer by profession
European Euro
Data scientist or machine learning specialist
Other doctoral degree (Ph.D., Ed.D., 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 am not interested in new job opportunities
Apache Spark;Pandas;Torch/PyTorch
Apache Spark;Pandas;Torch/PyTorch
Confluence;Github;Microsoft Teams;Microsoft Azure;Google Suite (Docs, Meet, etc)
Confluence;Jira;Github;Microsoft Teams;Microsoft Azure;Google Suite (Docs, Meet, etc)
Extremely important
Very important
Curious about other opportunities;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
Once every few years
Often: 1-2 days per week or more
Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow
Hello, old friend
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers)
Call a coworker or friend;Visit Stack Overflow
100 to 499 employees
Docker;Linux;Microsoft Azure;Windows
Docker;Linux;Microsoft Azure;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.)
Just as welcome now as I felt last year
At least 30