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.)
Employed full-time
White or of European descent
Flex time or a flexible schedule;Office environment or company culture;Opportunities for professional development
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
Keras;Pandas;Torch/PyTorch
Apache Spark;Hadoop;Keras;Pandas;TensorFlow
Confluence;Slack
Confluence;Jira;Slack;Trello;Google Suite (Docs, Meet, etc)
Extremely important
Fairly important
Having a bad day (or week or month) at work;Curious about other opportunities;Better compensation;Trouble with my direct manager;Better work/life balance
Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family
Once a year
Occasionally: 1-2 days per quarter but less than monthly
Indifferent
Stack Overflow (public Q&A for anyone who codes);Stack Overflow Jobs (for job seekers)
Call a coworker or friend;Visit Stack Overflow;Panic;Watch help / tutorial videos;Do other work and come back later
10,000 or more employees
Docker;Google Cloud Platform;Kubernetes;MacOS
Google Cloud Platform;MacOS
I have little or no influence
Straight / Heterosexual
No, not really
I have never participated in Q&A on Stack Overflow
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
At least 30