I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Developer, full-stack
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
White or of European descent
Languages, frameworks, and other technologies I’d be working with;Specific department or team I’d be working on;Remote work options
Very satisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Chef;Hadoop;Keras;Node.js;Pandas;React Native;TensorFlow;Torch/PyTorch
Confluence;Jira;Github;Microsoft Teams;Google Suite (Docs, Meet, etc)
Extremely important
Critically important
Just because;Having a bad day (or week or month) at work;Curious about other opportunities;Better compensation;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities
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
Often: 1-2 days per week or more
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;Research companies that have advertised on sites I visit;Research companies that have emailed me
Hello, old friend
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Meditate;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
100 to 499 employees
AWS;Docker;Google Cloud Platform;Kubernetes;Linux;MacOS;Raspberry Pi
I have some influence
Straight / Heterosexual
No, not really
A few times per month or weekly
Too long
Mathematics or statistics
Just as welcome now as I felt last year
At least 30