I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Scientist
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
East Asian;White or of European descent
Industry that I’d be working in;How widely used or impactful my work output would be;Office environment or company culture
Very satisfied
I’m not actively looking, but I am open to new opportunities
Keras;Pandas;TensorFlow;Torch/PyTorch
Keras;Pandas;TensorFlow
Jira;Slack
Gitlab;Slack
Somewhat important
Very important
Curious about other opportunities;Better compensation;Trouble with leadership at my company;Growth or leadership opportunities;Looking to relocate
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;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company
Once a year
Sometimes: 1-2 days per month but less than weekly
Hello, old friend
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
100 to 499 employees
Linux
Linux
I have little or no influence
Straight / Heterosexual
Yes, somewhat
Less than once per month or monthly
Multiple times per day
Appropriate in length
Another engineering discipline (such as civil, electrical, mechanical, etc.)
Somewhat more welcome now than last year
Under 30