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
Languages, frameworks, and other technologies I’d be working with;How widely used or impactful my work output would be;Opportunities for professional development
Very satisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Hadoop;Keras;Node.js;Pandas;TensorFlow;Torch/PyTorch
Keras;Pandas;TensorFlow;Torch/PyTorch
Confluence;Jira;Github;Gitlab;Slack;Microsoft Teams;Microsoft Azure
Confluence;Jira;Github;Gitlab;Slack;Microsoft Teams;Microsoft Azure
Extremely important
Very important
Just because;Curious about other opportunities;Looking to relocate
Read company media, such as employee blogs or company culture videos;Read other media like news articles, founder profiles, etc. about the company
Every few months
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
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;Watch help / tutorial videos;Do other work and come back later;Visit another developer community (please name):
20 to 99 employees
Android;Arduino;AWS;Docker;Kubernetes;Linux;Microsoft Azure;Slack Apps and Integrations
AWS;Docker;Kubernetes;Linux;Microsoft Azure;Windows
I have a great deal of influence
Straight / Heterosexual
Yes, somewhat
A few times per month or weekly
Daily or almost daily
Too short
Mathematics or statistics
Just as welcome now as I felt last year
Under 30