I am a developer by profession
Canadian 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;Flex time or a flexible schedule;Languages, frameworks, and other technologies I’d be working with
Slightly dissatisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Pandas
Github;Gitlab
Github;Gitlab;Google Suite (Docs, Meet, etc)
Somewhat important
Very important
Curious about other opportunities;Trouble with leadership at my company;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);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
Rarely: 1-2 days per year or less
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;Go for a walk or other physical activity;Do other work and come back later
1,000 to 4,999 employees
I have little or no influence
Straight / Heterosexual
No, not really
Less than once per month or monthly
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