I am not primarily a developer, but I write code sometimes as part of my work
Russian ruble
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
Industry that I’d be working in;Languages, frameworks, and other technologies I’d be working with;Opportunities for professional development
Slightly dissatisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Hadoop;TensorFlow;Torch/PyTorch
Keras;TensorFlow
Github;Gitlab
Github;Gitlab
Neutral
Very important
Trouble with my teammates;Wanting to work with new technologies;Growth or leadership opportunities;Looking to relocate
Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company
Once every few years
Often: 1-2 days per week or more
Start a free trial;Ask developers I know/work with
Hello, old friend
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
500 to 999 employees
I have a great deal of influence
Straight / Heterosexual
Neutral
Less than once per month or monthly
A few times per week
Too long
Mathematics or statistics
Just as welcome now as I felt last year
Under 30