I am a developer by profession
European Euro
Data scientist or machine learning specialist;Scientist
Other doctoral degree (Ph.D., Ed.D., etc.)
Employed full-time
White or of European descent
Industry that I’d be working in;Languages, frameworks, and other technologies I’d be working with;How widely used or impactful my work output would be
Very satisfied
I am not interested in new job opportunities
Apache Spark;Pandas;TensorFlow
Hadoop;Pandas;TensorFlow
Github;Stack Overflow for Teams
Confluence;Jira;Github;Slack;Google Suite (Docs, Meet, etc)
Extremely important
Critically important
Curious about other opportunities;Better compensation;Trouble with my teammates;Trouble with my direct manager;Trouble with leadership at my company;Better work/life balance;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);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company
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 Jobs (for job seekers)
Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity
1,000 to 4,999 employees
Arduino;MacOS;Raspberry Pi
MacOS;Raspberry Pi
I have little or no influence
Straight / Heterosexual
Yes, somewhat
Daily or almost daily
Multiple times per day
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
At least 30