I am a developer by profession
United States dollar
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
Financial performance or funding status of the company or organization;How widely used or impactful my work output would be;Opportunities for professional development
Neither
I’m not actively looking, but I am open to new opportunities
Apache Spark;Node.js;Pandas;React Native;Torch/PyTorch
.NET;Keras;Pandas;TensorFlow;Torch/PyTorch
Github;Slack;Google Suite (Docs, Meet, etc)
Confluence;Jira;Github;Gitlab;Slack;Google Suite (Docs, Meet, etc)
Extremely important
Somewhat important
Curious about other opportunities;Better compensation;Trouble with my direct manager;Trouble with leadership at my company;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;Directly asking current or past employees at the company
Once a year
Sometimes: 1-2 days per month but less than weekly
Start a free trial;Read ratings or reviews on third party sites like G2Crowd
Amused
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;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later
20 to 99 employees
Docker;Google Cloud Platform;Kubernetes;Linux;MacOS;Raspberry Pi
AWS;Docker;Google Cloud Platform;Kubernetes;Linux;MacOS;Raspberry Pi;WordPress
I have a great deal of influence
Straight / Heterosexual
Yes, definitely
A few times per week
Daily or almost daily
Too short
A social science (such as anthropology, psychology, political science, etc.)
Somewhat less welcome now than last year
At least 30