I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Engineer, data
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;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
Keras;Pandas;TensorFlow;Torch/PyTorch
Keras;Pandas;TensorFlow;Torch/PyTorch
Confluence;Jira;Github;Gitlab;Slack;Trello;Google Suite (Docs, Meet, etc)
Extremely important
Fairly important
Having a bad day (or week or month) at work;Better compensation;Wanting to work with new technologies
Read company media, such as employee blogs or company culture videos;Personal network - friends or family
Once a year
Often: 1-2 days per week or more
Ask developers I know/work with;Visit developer communities like Stack Overflow
Amused
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
10,000 or more employees
Docker;Heroku;Kubernetes;Linux;Raspberry Pi
AWS;Docker;Kubernetes;Linux;Raspberry Pi
I have a great deal of influence
Straight / Heterosexual
No, not really
Less than once per month or monthly
A few times per week
Appropriate in length
Another engineering discipline (such as civil, electrical, mechanical, etc.)
Just as welcome now as I felt last year
Under 30