I am a developer by profession
United States dollar
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
Specific department or team I’d be working on;Remote work options;How widely used or impactful my work output would be
Slightly satisfied
I am not interested in new job opportunities
Keras;Pandas;TensorFlow;Torch/PyTorch
Apache Spark;Hadoop;Keras;Node.js;Pandas;TensorFlow;Torch/PyTorch
Confluence;Jira;Github;Slack
Confluence;Jira;Github;Slack;Microsoft Teams
Extremely important
Very important
Better compensation;Trouble with leadership at my company;Wanting to work with new technologies;Growth or leadership opportunities
Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind)
Once a year
Often: 1-2 days per week or more
Start a free trial;Ask developers I know/work with;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)
Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Panic;Do other work and come back later
10 to 19 employees
AWS;Docker;Kubernetes;Linux;MacOS
AWS;Docker;Kubernetes;Linux;MacOS
I have some influence
Straight / Heterosexual
No, not at all
Less than once per month or monthly
Multiple times per day
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
Under 30