I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Developer, full-stack
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
White or of European descent
Languages, frameworks, and other technologies I’d be working with;Opportunities for professional development;Family friendliness
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
Hadoop;Keras;Pandas;TensorFlow;Torch/PyTorch
Pandas
Github;Slack;Microsoft Teams
Github
Somewhat important
Not at all important/not necessary
Having a bad day (or week or month) at work;Curious about other opportunities;Better compensation;Trouble with my direct manager;Wanting to work with new technologies
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
Once every few years
Never
Indifferent
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;Go for a walk or other physical activity;Do other work and come back later
5,000 to 9,999 employees
Docker;Kubernetes;Linux;Microsoft Azure;Windows
Docker;Linux;Microsoft Azure;Windows
I have little or no influence
Straight / Heterosexual
Yes, definitely
A few times per month or weekly
Multiple times per day
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Somewhat more welcome now than last year
At least 30