I am a developer by profession
Canadian dollar
Academic researcher;Data or business analyst;Data scientist or machine learning specialist;Developer, full-stack;Scientist;System administrator
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
White or of European descent
Flex time or a flexible schedule;Specific department or team I’d be working on;Remote work options
Slightly dissatisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Pandas;TensorFlow
Apache Spark;Pandas;TensorFlow
Github;Slack
Github;Slack
Extremely important
Very important
Better compensation;Better work/life balance;Wanting to work with new technologies
Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind)
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)
Visit Stack Overflow;Go for a walk or other physical activity;Panic
10,000 or more employees
Docker;Google Cloud Platform;IBM Cloud or Watson;Linux
AWS;Docker;IBM Cloud or Watson;Linux;Raspberry Pi
I have little or no influence
Straight / Heterosexual
Yes, somewhat
Less than once per month or monthly
Daily or almost daily
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Somewhat less welcome now than last year
At least 30