I am a developer by profession
United States dollar
Data scientist or machine learning specialist
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
East Asian
Financial performance or funding status of the company or organization;How widely used or impactful my work output would be;Opportunities for professional development
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
Pandas;Torch/PyTorch
Apache Spark;Keras;Pandas;TensorFlow
Jira;Github;Slack;Google Suite (Docs, Meet, etc)
Confluence;Jira;Github;Slack;Google Suite (Docs, Meet, etc)
Extremely important
Somewhat important
Just because;Having a bad day (or week or month) at work;Better compensation;Trouble with my direct manager;Growth or leadership opportunities
Read company media, such as employee blogs or company culture videos;Personal network - friends or family;Directly asking current or past employees at the company
Once a decade
Rarely: 1-2 days per year or less
Ask developers I know/work with;Research companies that have emailed me
Hello, old friend
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Visit Stack Overflow;Watch help / tutorial videos
100 to 499 employees
AWS;MacOS
AWS;Docker;Linux;MacOS;Windows
I have some influence
Straight / Heterosexual
Neutral
I have never participated in Q&A on Stack Overflow
A few times per week
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
Under 30