I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Engineer, data;Scientist
Other doctoral degree (Ph.D., Ed.D., etc.)
Employed full-time
White or of European descent
Specific department or team I’d be working on;How widely used or impactful my work output would be;Office environment or company culture
Very dissatisfied
I am not interested in new job opportunities
Pandas;TensorFlow
Pandas;TensorFlow
Google Suite (Docs, Meet, etc)
Google Suite (Docs, Meet, etc)
Extremely important
Critically important
Better compensation;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;Directly asking current or past employees at the company
Once every few years
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)
Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later
10,000 or more employees
Google Cloud Platform;Linux;Raspberry Pi
Google Cloud Platform;Linux;Raspberry Pi
I have little or no influence
Straight / Heterosexual
Neutral
A few times per week
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
At least 30