I am not primarily a developer, but I write code sometimes as part of my work
United States dollar
Data scientist or machine learning specialist;Scientist
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
White or of European descent
Flex time or a flexible schedule;Specific department or team I’d be working on;Remote work options
Slightly dissatisfied
I am actively looking for a job
Pandas;Torch/PyTorch
Pandas
Confluence;Jira;Github;Slack
Confluence;Jira;Github;Slack
Extremely important
Very important
Having a bad day (or week or month) at work;Curious about other opportunities;Better compensation;Trouble with my teammates;Trouble with leadership at my company;Wanting to work with new technologies;Growth or leadership opportunities
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
Once every few years
Sometimes: 1-2 days per month but less than weekly
Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow
Amused
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;Panic;Do other work and come back later
100 to 499 employees
Docker;Linux;MacOS
Docker;Linux;MacOS
I have some influence
Straight / Heterosexual
No, not really
I have never participated in Q&A on Stack Overflow
Less than once per month or monthly
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
At least 30