I am not primarily a developer, but I write code sometimes as part of my work
European Euro
Data scientist or machine learning specialist;Scientist
Other doctoral degree (Ph.D., Ed.D., etc.)
Employed full-time
White or of European descent
Flex time or a flexible schedule;Specific department or team I’d be working on;Opportunities for professional development
Neither
I’m not actively looking, but I am open to new opportunities
Apache Spark;Keras;TensorFlow
Apache Spark;TensorFlow
Microsoft Teams
Microsoft Teams
Somewhat important
Critically important
Better compensation;Trouble with leadership at my company;Growth or leadership opportunities
Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family
Once a year
Sometimes: 1-2 days per month but less than weekly
Start a free trial;Read ratings or reviews on third party sites like G2Crowd
Hello, old friend
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Call a coworker or friend;Visit Stack Overflow;Panic;Do other work and come back later
1,000 to 4,999 employees
I have some influence
Neutral
A few times per month or weekly
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
At least 30