I am a developer by profession
United States dollar
Data scientist or machine learning specialist
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
White or of European descent
Specific department or team I’d be working on;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
Apache Spark
Confluence;Github;Slack
Confluence;Jira;Github;Slack
Not very important
Critically important
Just because;Better compensation;Trouble with my direct manager;Trouble with leadership at my company;Better work/life balance
Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company
Once a decade
Often: 1-2 days per week or more
Start a free trial;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd
Hello, old friend
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Visit Stack Overflow;Do other work and come back later
10,000 or more employees
Docker;Kubernetes;Linux;Microsoft Azure
Linux
I have some influence
Straight / Heterosexual
No, not really
A few times per month or weekly
A few times per week
Too short
Mathematics or statistics
Just as welcome now as I felt last year
At least 30