I am not primarily a developer, but I write code sometimes as part of my work
European Euro
Data scientist or machine learning specialist
Other doctoral degree (Ph.D., Ed.D., etc.)
Independent contractor, freelancer, or self-employed
White or of European descent;Biracial;Southeast Asian
Flex time or a flexible schedule;Office environment or company culture;Family friendliness
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Keras;TensorFlow;Torch/PyTorch
Ansible;Hadoop;Pandas;TensorFlow;Torch/PyTorch
Github;Gitlab
Confluence;Jira;Github;Slack;Microsoft Teams;Microsoft Azure;Trello
Extremely important
Fairly important
Curious about other opportunities;Better work/life balance;Growth or leadership opportunities
Read company media, such as employee blogs or company culture videos;Directly asking current or past employees at the company
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
Indifferent
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Visit Stack Overflow;Do other work and come back later
Just me - I am a freelancer, sole proprietor, etc.
Docker;Kubernetes;Linux;Raspberry Pi
Docker;Kubernetes;Linux;Raspberry Pi
Straight / Heterosexual
Yes, somewhat
Less than once per month or monthly
A few times per month or weekly
Too long
A social science (such as anthropology, psychology, political science, etc.)
Just as welcome now as I felt last year
At least 30