I am a developer by profession
United States dollar
Data scientist or machine learning specialist
Other doctoral degree (Ph.D., Ed.D., etc.)
Employed full-time
White or of European descent
Remote work options;How widely used or impactful my work output would be;Office environment or company culture
Very satisfied
I am not interested in new job opportunities
TensorFlow;Teraform;Torch/PyTorch
Confluence;Jira;Github;Slack
Extremely important
Critically important
Better compensation;Trouble with leadership at my company;Growth or leadership opportunities
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
Once a year
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)
Visit Stack Overflow;Go for a walk or other physical activity;Panic
10 to 19 employees
AWS;Docker;Kubernetes
I have some influence
Straight / Heterosexual
Yes, somewhat
Less than once per month or monthly
Daily or almost daily
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
At least 30