I am a developer by profession
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
Industry that I’d be working in;How widely used or impactful my work output would be;Office environment or company culture
Very satisfied
I am not interested in new job opportunities
Pandas;TensorFlow
Pandas;TensorFlow
Slack;Trello;Google Suite (Docs, Meet, etc)
Slack;Trello;Google Suite (Docs, Meet, etc)
Extremely important
Critically important
Better compensation;Trouble with leadership at my company;Better work/life balance
Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company
Once a year
Sometimes: 1-2 days per month but less than weekly
Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow
Hello, old friend
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers)
Call a coworker or friend;Visit Stack Overflow;Visit another developer community (please name):
20 to 99 employees
AWS;Docker
AWS;Docker
I have some influence
Straight / Heterosexual
Yes, definitely
Multiple times per day
Multiple times per day
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
At least 30