I am a developer by profession
European Euro
Data scientist or machine learning specialist;Developer, back-end;Engineer, data
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
White or of European descent
Industry that I’d be working in;How widely used or impactful my work output would be;Opportunities for professional development
Very satisfied
I am not interested in new job opportunities
Apache Spark;Flutter;Keras;Pandas;TensorFlow;Teraform
Apache Spark;Keras;Pandas;TensorFlow;Teraform
Confluence;Jira;Github;Gitlab;Slack;Trello;Google Suite (Docs, Meet, etc)
Confluence;Jira;Github;Gitlab;Slack;Trello;Google Suite (Docs, Meet, etc)
Extremely important
Critically important
Having a bad day (or week or month) at work;Curious about other opportunities;Better compensation;Growth or leadership opportunities;Looking to relocate
Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Directly asking current or past employees at the company
Every few months
Often: 1-2 days per week or more
Hello, old friend
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;Watch help / tutorial videos
100 to 499 employees
AWS;Docker;Heroku;Kubernetes;Linux;MacOS
AWS;Docker;Heroku;Kubernetes;Linux;MacOS
I have little or no influence
Straight / Heterosexual
Yes, definitely
A few times per month or weekly
Multiple times per day
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
Under 30