I am a developer by profession
Russian ruble
Data scientist or machine learning specialist;Developer, back-end
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
White or of European descent
Languages, frameworks, and other technologies I’d be working with;Specific department or team I’d be working on;Opportunities for professional development
Slightly dissatisfied
I’m not actively looking, but I am open to new opportunities
.NET;.NET Core;Apache Spark;Keras;Pandas;TensorFlow;Torch/PyTorch
.NET;.NET Core;Keras;Pandas;TensorFlow;Torch/PyTorch
Github;Slack;Trello
Github;Slack;Trello
Neutral
Somewhat important
Just because;Curious about other opportunities;Trouble with leadership at my company;Wanting to work with new technologies;Looking to relocate
Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Directly asking current or past employees at the company
Once every few years
Often: 1-2 days per week or more
Hello, old friend
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;Watch help / tutorial videos
500 to 999 employees
Windows
Windows
I have little or no influence
Straight / Heterosexual
Yes, somewhat
Daily or almost daily
Multiple times per day
Too long
Mathematics or statistics
Just as welcome now as I felt last year
Under 30