I am a developer by profession
Canadian dollar
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
Industry that I’d be working in;Flex time or a flexible schedule;Opportunities for professional development
Very satisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Hadoop;Keras;Pandas;TensorFlow;Torch/PyTorch
Keras;Pandas;TensorFlow;Torch/PyTorch
Confluence;Jira;Github
Confluence;Jira;Github;Slack;Microsoft Teams
Somewhat important
Better compensation
Company reviews from third party sites (e.g. Glassdoor, Blind)
Once a year
Never
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;Watch help / tutorial videos
10,000 or more employees
I have little or no influence
Straight / Heterosexual
Yes, definitely
Daily or almost daily
Multiple times per day
Appropriate in length
Computer science, computer engineering, or software engineering
Just as welcome now as I felt last year
Under 30