I am a developer by profession
European Euro
Data scientist or machine learning specialist
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
White or of European descent
Languages, frameworks, and other technologies I’d be working with;Opportunities for professional development;Family friendliness
Very satisfied
I am not interested in new job opportunities
Keras;Pandas;TensorFlow
Pandas
Confluence;Jira;Github;Microsoft Teams;Trello;Google Suite (Docs, Meet, etc)
Confluence;Jira;Github;Trello;Google Suite (Docs, Meet, etc)
Somewhat important
Somewhat important
Better compensation;Better work/life balance;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);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 decade
Sometimes: 1-2 days per month but less than weekly
Start a free trial;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);Stack Overflow Jobs (for job seekers)
Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later
1,000 to 4,999 employees
AWS;Docker;Kubernetes;Linux;Raspberry Pi;Windows
Linux;Windows
I have some influence
Yes, definitely
A few times per week
A few times per week
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Somewhat less welcome now than last year
At least 30