I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Developer, back-end;Engineer, data
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;Office environment or company culture;Opportunities for professional development
Very satisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Hadoop;Pandas;Torch/PyTorch
Pandas
Extremely important
Very important
Curious about other opportunities;Wanting to work with new technologies;Growth or leadership opportunities
Read company media, such as employee blogs or company culture videos;Personal network - friends or family
Every few months
Occasionally: 1-2 days per quarter but less than monthly
Amused
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
5,000 to 9,999 employees
Docker;Linux
Docker;Linux
I have little or no influence
Straight / Heterosexual
No, not really
Less than once per month or monthly
Daily or almost daily
Appropriate in length
Computer science, computer engineering, or software engineering
Just as welcome now as I felt last year
At least 30