I am a developer by profession
Canadian dollar
Data scientist or machine learning specialist;Developer, back-end;Developer, desktop or enterprise applications;Developer, front-end;Developer, full-stack;DevOps specialist;Engineer, data
Bachelor’s degree (B.A., B.S., B.Eng., 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
Very satisfied
I am not interested in new job opportunities
Apache Spark;Keras;Pandas;TensorFlow
Apache Spark
Confluence;Jira;Microsoft Teams
Confluence;Jira;Microsoft Teams
Extremely important
Very important
Just because;Curious about other opportunities;Better compensation;Wanting to work with new technologies;Growth or leadership opportunities
Personal network - friends or family;Directly asking current or past employees at the company
Every few months
Often: 1-2 days per week or more
Ask developers I know/work with;Visit developer communities like Stack Overflow
Hello, old friend
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Meditate;Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos
10,000 or more employees
AWS;Linux
AWS;Linux
I have a great deal of influence
Straight / Heterosexual
Neutral
Less than once per month or monthly
Daily or almost daily
Too long
Computer science, computer engineering, or software engineering
Just as welcome now as I felt last year
At least 30