I am not primarily a developer, but I write code sometimes as part of my work
United States dollar
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
Flex time or a flexible schedule;Opportunities for professional development;Family friendliness
Slightly dissatisfied
I am not interested in new job opportunities
Apache Spark;Keras;Pandas;TensorFlow;Torch/PyTorch
Keras;Pandas;TensorFlow;Torch/PyTorch
Slack
Jira;Github;Slack
Somewhat important
Very important
Better work/life balance;Growth or leadership opportunities
Every few months
Never
Indifferent
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)
Visit Stack Overflow
20 to 99 employees
Kubernetes;Linux;MacOS
AWS;Google Cloud Platform;Linux;MacOS;Windows
I have little or no influence
Straight / Heterosexual
Yes, definitely
Daily or almost daily
Multiple times per day
Too short
A lot less welcome now than last year
At least 30