I am a developer by profession
Polish zloty
Data scientist or machine learning specialist
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Independent contractor, freelancer, or self-employed
White or of European descent
Languages, frameworks, and other technologies I’d be working with;Financial performance or funding status of the company or organization;Opportunities for professional development
Neither
I’m not actively looking, but I am open to new opportunities
Pandas;TensorFlow;Torch/PyTorch
Pandas;TensorFlow;Torch/PyTorch
Confluence;Github;Slack;Google Suite (Docs, Meet, etc)
Confluence;Slack;Google Suite (Docs, Meet, etc)
Extremely important
Fairly important
Having a bad day (or week or month) at work;Curious about other opportunities;Better compensation;Trouble with my teammates;Trouble with my direct manager;Trouble with leadership at my company;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities
Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family
Once a year
Rarely: 1-2 days per year or less
Start a free trial;Ask developers I know/work with
Hello, old friend
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Meditate;Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity
20 to 99 employees
Arduino;AWS;Docker;Google Cloud Platform;Linux;Raspberry Pi
Docker;Linux;Raspberry Pi
Straight / Heterosexual
Yes, somewhat
A few times per month or weekly
Daily or almost daily
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
Under 30