I am a developer by profession
European Euro
Data scientist or machine learning specialist;Engineer, data;Engineering manager
Other doctoral degree (Ph.D., Ed.D., etc.)
Employed full-time
White or of European descent
Diversity of the company or organization;Opportunities for professional development;Family friendliness
Very satisfied
I’m not actively looking, but I am open to new opportunities
TensorFlow;Torch/PyTorch
Pandas;TensorFlow
Jira;Gitlab;Slack;Trello;Google Suite (Docs, Meet, etc)
Jira;Gitlab;Slack;Trello;Google Suite (Docs, Meet, etc)
Somewhat 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;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
Once every few years
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 Overflow Jobs (for job seekers)
Play games;Call a coworker or friend;Visit Stack Overflow;Watch help / tutorial videos;Do other work and come back later
20 to 99 employees
AWS;Kubernetes;Linux;Slack Apps and Integrations
AWS;Kubernetes;Linux
I have some influence
Straight / Heterosexual
No, not really
A few times per week
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
At least 30