I am a developer by profession
European Euro
Data or business analyst;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
Diversity of the company or organization;Remote work options;Opportunities for professional development
Very satisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Keras;Pandas;TensorFlow;Torch/PyTorch
Apache Spark;Pandas
Confluence;Jira;Github;Gitlab;Slack;Google Suite (Docs, Meet, etc)
Confluence;Github;Slack;Google Suite (Docs, Meet, etc)
Somewhat important
Critically important
Curious about other opportunities;Better compensation;Wanting to work with new technologies;Growth or leadership opportunities
Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company
Once a year
Sometimes: 1-2 days per month but less than weekly
Start a free trial;Ask developers I know/work with
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)
Visit Stack Overflow;Watch help / tutorial videos
10,000 or more employees
AWS;Docker;Google Cloud Platform;IBM Cloud or Watson;MacOS;Slack Apps and Integrations
AWS;Google Cloud Platform;Slack Apps and Integrations
I have some influence
Straight / Heterosexual
Yes, somewhat
A few times per month or weekly
Daily or almost daily
Appropriate in length
Mathematics or statistics
A lot more welcome now than last year
Under 30