I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Developer, back-end;Engineer, data
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed full-time
White or of European descent
Diversity of the company or organization;Office environment or company culture;Opportunities for professional development
Very satisfied
I am not interested in new job opportunities
Keras;Pandas;TensorFlow;Unreal Engine
Keras;Pandas;TensorFlow
Slack
Slack
Neutral
Fairly important
Curious about other opportunities;Trouble with my teammates;Trouble with my direct manager;Trouble with leadership at my company;Better work/life balance
Personal network - friends or family;Directly asking current or past employees at the company
Once a year
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;Do other work and come back later
500 to 999 employees
Docker;IBM Cloud or Watson;Linux;MacOS;Windows;WordPress
Linux;Windows
I have some influence
Straight / Heterosexual
No, not really
Less than once per month or monthly
A few times per week
Appropriate in length
Mathematics or statistics
Somewhat more welcome now than last year
Under 30