I am not primarily a developer, but I write code sometimes as part of my work
European Euro
Data scientist or machine learning specialist
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
Black or of African descent;White or of European descent
Remote work options;Opportunities for professional development;Family friendliness
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Hadoop;Pandas;Torch/PyTorch
Apache Spark;Hadoop;Keras;Pandas;TensorFlow;Torch/PyTorch
Gitlab;Microsoft Teams
Gitlab
Not very important
Somewhat important
Better compensation;Growth or leadership opportunities
Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family
Once every few years
Sometimes: 1-2 days per month but less than weekly
Amused
Stack Overflow (public Q&A for anyone who codes)
Call a coworker or friend;Visit Stack Overflow
5,000 to 9,999 employees
Docker;Google Cloud Platform;Kubernetes
I have little or no influence
Straight / Heterosexual
No, not at all
Daily or almost daily
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
Under 30