I am a developer by profession
Pound sterling
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
Industry that I’d be working in;How widely used or impactful my work output would be;Opportunities for professional development
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
Keras;Pandas;TensorFlow;Teraform
Keras;Pandas;TensorFlow;Teraform
Jira;Github;Slack;Trello;Google Suite (Docs, Meet, etc)
Jira;Github;Slack;Trello;Google Suite (Docs, Meet, etc)
Somewhat important
Fairly important
Having a bad day (or week or month) at work;Trouble with my teammates;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 a year
Sometimes: 1-2 days per month but less than weekly
Start a free trial;Ask developers I know/work with
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;Go for a walk or other physical activity;Do other work and come back later
20 to 99 employees
AWS;Google Cloud Platform;Linux;MacOS
AWS;Linux;MacOS
I have some influence
Straight / Heterosexual
Yes, somewhat
A few times per month or weekly
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