I am not primarily a developer, but I write code sometimes as part of my work
Hungarian forint
Data scientist or machine learning specialist
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
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
Hadoop;Keras;Pandas;TensorFlow;Torch/PyTorch
Hadoop;Keras;Pandas;TensorFlow
Gitlab
Gitlab
Neutral
Fairly important
Trouble with my direct manager;Trouble with leadership at my company;Growth or leadership opportunities
Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family
Every few months
Often: 1-2 days per week or more
Start a free trial;Visit developer communities like Stack Overflow;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)
Meditate;Call a coworker or friend;Go for a walk or other physical activity;Do other work and come back later
100 to 499 employees
Linux
Linux
I have some influence
No, not really
Daily or almost daily
Appropriate in length
A social science (such as anthropology, psychology, political science, etc.)
Just as welcome now as I felt last year
Under 30