I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Scientist
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
White or of European descent
Languages, frameworks, and other technologies I’d be working with;Remote work options;Opportunities for professional development
Neither
I’m not actively looking, but I am open to new opportunities
Apache Spark;Hadoop;Keras;Pandas;TensorFlow;Torch/PyTorch
Apache Spark;Hadoop;Keras;Pandas;TensorFlow;Torch/PyTorch
Jira;Github;Gitlab;Slack
Confluence;Jira;Github;Gitlab;Slack;Microsoft Teams;Google Suite (Docs, Meet, etc)
Extremely important
Very important
Curious about other opportunities;Better compensation;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)
Every few months
Never
Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd
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)
Meditate;Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity
500 to 999 employees
AWS;Docker;Google Cloud Platform;Kubernetes;Linux;MacOS;Raspberry Pi
AWS;Docker;Google Cloud Platform;Kubernetes;Linux;MacOS
I have some influence
Straight / Heterosexual
Yes, definitely
A few times per month or weekly
Multiple times per day
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
At least 30