I am a developer by profession
United States dollar
Academic researcher;Data scientist or machine learning specialist;Engineer, data;Scientist
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed part-time
White or of European descent
Flex time or a flexible schedule;Office environment or company culture;Opportunities for professional development
Slightly satisfied
I am not interested in new job opportunities
Apache Spark;Pandas;TensorFlow
Pandas;TensorFlow
Jira;Github;Gitlab;Slack;Stack Overflow for Teams
Github;Slack;Microsoft Teams
Somewhat important
Very important
Wanting to share accomplishments with a wider network;Curious about other opportunities;Better compensation;Growth or leadership opportunities
Personal network - friends or family;Directly asking current or past employees at the company
Once every few years
Sometimes: 1-2 days per month but less than weekly
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;Do other work and come back later;Visit another developer community (please name):
10,000 or more employees
Docker;Google Cloud Platform;Linux
I have little or no influence
Straight / Heterosexual
Yes, somewhat
A few times per month or weekly
Multiple times per day
Appropriate in length
Mathematics or statistics
Somewhat more welcome now than last year
Under 30