I am a developer by profession
United States dollar
Data scientist or machine learning specialist
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
White or of European descent
Very satisfied
I’m not actively looking, but I am open to new opportunities
Keras;Pandas;TensorFlow;Torch/PyTorch
Slack
Extremely important
Very important
Better compensation
Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Read other media like news articles, founder profiles, etc. about the company
Every few months
Occasionally: 1-2 days per quarter but less than monthly
Indifferent
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
10,000 or more employees
AWS;Docker;Kubernetes;Linux
I have little or no influence
Straight / Heterosexual
Neutral
A few times per week
Multiple times per day
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
Under 30