I am a developer by profession
European Euro
Data scientist or machine learning specialist
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
Diversity of the company or organization;Languages, frameworks, and other technologies I’d be working with;Office environment or company culture
Very dissatisfied
I’m not actively looking, but I am open to new opportunities
Keras;Pandas;TensorFlow
Keras;Pandas;TensorFlow;Torch/PyTorch
Github;Gitlab;Google Suite (Docs, Meet, etc)
Confluence;Jira;Github;Gitlab;Slack;Trello;Google Suite (Docs, Meet, etc)
Extremely important
Critically important
Curious about other opportunities;Better compensation;Trouble with my teammates;Trouble with my direct manager;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities;Looking to relocate
Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company
Once every few years
Sometimes: 1-2 days per month but less than weekly
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;Panic;Watch help / tutorial videos
10,000 or more employees
AWS;Google Cloud Platform;Heroku
Docker;Linux
I have little or no influence
Bisexual
No, not at all
I have never participated in Q&A on Stack Overflow
A few times per month or weekly
Appropriate in length
Another engineering discipline (such as civil, electrical, mechanical, etc.)
Just as welcome now as I felt last year
At least 30