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
Industry that I’d be working in;Diversity of the company or organization;How widely used or impactful my work output would be
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
Keras;Pandas;TensorFlow
Pandas;TensorFlow
Jira;Gitlab
Jira;Gitlab
Neutral
Very important
Curious about other opportunities;Trouble with my teammates;Trouble with my direct manager;Trouble with leadership at my company;Wanting to work with new technologies;Looking to relocate
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 every few years
Sometimes: 1-2 days per month but less than weekly
Hello, old friend
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
500 to 999 employees
Linux;Windows
Linux;Windows
I have little or no influence
Bisexual
Yes, somewhat
Less than once per month or monthly
Daily or almost daily
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Somewhat more welcome now than last year
At least 30