I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Scientist
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;Languages, frameworks, and other technologies I’d be working with;Specific department or team I’d be working on
Very satisfied
I am not interested in new job opportunities
Apache Spark;Keras;Pandas;TensorFlow
Apache Spark;Keras;Pandas;TensorFlow
Jira;Github
Jira;Github
Extremely important
Fairly important
Just because;Curious about other opportunities;Better compensation;Wanting to work with new technologies;Growth or leadership opportunities;Looking to relocate
Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Directly asking current or past employees at the company
Every few months
Sometimes: 1-2 days per month but less than weekly
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;Go for a walk or other physical activity;Panic;Watch help / tutorial videos;Do other work and come back later
10,000 or more employees
AWS;Docker;Kubernetes;Linux;MacOS;Raspberry Pi;Windows
AWS;Heroku;Linux;MacOS;Raspberry Pi;Windows
I have little or no influence
Straight / Heterosexual
No, not really
Less than once per month or monthly
A few times per month or weekly
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
Under 30