I am a developer by profession
European Euro
Data scientist or machine learning specialist;Developer, back-end;DevOps specialist;Engineer, data
Some college/university study without earning a degree
Independent contractor, freelancer, or self-employed
White or of European descent
Languages, frameworks, and other technologies I’d be working with;Remote work options;How widely used or impactful my work output would be
Very satisfied
I am not interested in new job opportunities
Apache Spark;Keras;Pandas;TensorFlow;Torch/PyTorch
Keras;Pandas;TensorFlow;Torch/PyTorch
Gitlab
Confluence;Jira;Gitlab;Slack
Somewhat important
Not at all important/not necessary
Wanting to work with new technologies
Every few months
Often: 1-2 days per week or more
Ask developers I know/work with
Indifferent
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Visit Stack Overflow
2 to 9 employees
Docker;Google Cloud Platform;Kubernetes;Linux
Docker;Google Cloud Platform;Kubernetes;Linux
Yes, somewhat
Less than once per month or monthly
Daily or almost daily
Too long
Computer science, computer engineering, or software engineering
A lot less welcome now than last year
At least 30