I am a developer by profession
United States dollar
Academic researcher;Data scientist or machine learning specialist;Developer, back-end;Developer, desktop or enterprise applications
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
Industry that I’d be working in;Languages, frameworks, and other technologies I’d be working with;Office environment or company culture
Very satisfied
I’m not actively looking, but I am open to new opportunities
Keras;Pandas;Torch/PyTorch
Keras;Pandas;TensorFlow
Jira;Github;Gitlab;Slack;Google Suite (Docs, Meet, etc)
Confluence;Jira;Gitlab;Google Suite (Docs, Meet, etc)
Extremely important
Fairly important
Curious about other opportunities;Better compensation;Wanting to work with new technologies;Growth or leadership opportunities
Personal network - friends or family;Directly asking current or past employees at the company
Once every few years
Never
Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd
Indifferent
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
10 to 19 employees
Android;AWS;Heroku;Linux;Raspberry Pi
Linux
I have some influence
Yes, somewhat
Multiple times per day
Multiple times per day
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
A lot less welcome now than last year
At least 30