I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Developer, back-end;DevOps specialist;Engineer, data
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;How widely used or impactful my work output would be;Opportunities for professional development
Slightly dissatisfied
I’m not actively looking, but I am open to new opportunities
Pandas;Torch/PyTorch
Keras;Pandas;TensorFlow;Torch/PyTorch
Github;Gitlab;Slack;Google Suite (Docs, Meet, etc)
Github;Gitlab;Slack;Microsoft Azure;Trello;Google Suite (Docs, Meet, etc)
Extremely important
Fairly important
Just because;Having a bad day (or week or month) at work;Wanting to share accomplishments with a wider network;Curious about other opportunities;Better compensation;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);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company
Once every few years
Never
Ask developers I know/work with;Visit developer communities like Stack Overflow
Annoyed
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Play games;Visit Stack Overflow;Go for a walk or other physical activity;Panic;Watch help / tutorial videos;Do other work and come back later
100 to 499 employees
Docker;Kubernetes;Linux;MacOS;Raspberry Pi
AWS;Docker;Kubernetes;Linux;MacOS
I have some influence
No, not really
A few times per week
Multiple times per day
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
Under 30