I am a developer by profession
Australian dollar
Data scientist or machine learning specialist
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
White or of European descent
Industry that I’d be working in;Office environment or company culture;Opportunities for professional development
Very satisfied
I’m not actively looking, but I am open to new opportunities
TensorFlow;Torch/PyTorch
Pandas
Github
Github;Slack;Trello
Somewhat important
Very important
Curious about other opportunities;Better compensation;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities
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
Every few months
Often: 1-2 days per week or more
Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;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;Do other work and come back later
2 to 9 employees
AWS;Docker;Google Cloud Platform
AWS
I have some influence
Straight / Heterosexual
Yes, somewhat
A few times per month or weekly
A few times per week
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
At least 30