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
East Asian
Diversity of the company or organization;Specific department or team I’d be working on;Opportunities for professional development
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
Node.js;TensorFlow;Torch/PyTorch
Keras;Pandas;TensorFlow
Confluence;Jira;Github;Slack
Extremely important
Critically important
Just because;Having a bad day (or week or month) at work;Better compensation;Trouble with my teammates;Trouble with my direct manager;Trouble with leadership at my company;Looking to relocate
Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company
Once a year
Occasionally: 1-2 days per quarter but less than monthly
Ask developers I know/work with;Visit developer communities like Stack Overflow
Indifferent
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Visit Stack Overflow;Go for a walk or other physical activity;Panic;Watch help / tutorial videos
100 to 499 employees
AWS;Docker;iOS;MacOS
Google Cloud Platform;Slack Apps and Integrations;Windows
I have some influence
Bisexual;Gay or Lesbian
No, not really
Multiple times per day
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
Under 30