I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Designer;Developer, back-end;Developer, desktop or enterprise applications;Developer, front-end;Developer, full-stack;Developer, game or graphics;Educator;Engineer, data;Engineering manager;Product manager;Scientist
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;Opportunities for professional development;Family friendliness
Very dissatisfied
I am not interested in new job opportunities
TensorFlow;Torch/PyTorch
Github;Slack
Github;Slack
Neutral
Critically important
Curious about other opportunities;Better compensation;Trouble with leadership at my company;Better work/life balance;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);Publicly available financial information (e.g. Crunchbase);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
Every few months
Sometimes: 1-2 days per month but less than weekly
Start a free trial;Ask developers I know/work with;Research companies that have advertised on sites I visit
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;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later
2 to 9 employees
Google Cloud Platform;MacOS
Google Cloud Platform;MacOS
I have a great deal of influence
Straight / Heterosexual
No, not at all
A few times per month or weekly
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
At least 30