I am a developer by profession
United States dollar
Data or business analyst;Data scientist or machine learning 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;Specific department or team I’d be working on;Opportunities for professional development
Very satisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Hadoop;Keras;Pandas;TensorFlow
Keras;Pandas;TensorFlow
Jira;Github;Slack
Github;Slack
Neutral
Fairly important
Curious about other opportunities;Better compensation;Growth or leadership opportunities
Personal network - friends or family
Once a year
Occasionally: 1-2 days per quarter but less than monthly
Start a free trial;Ask developers I know/work with
Hello, old friend
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;Watch help / tutorial videos;Do other work and come back later
100 to 499 employees
AWS;Docker;Kubernetes
AWS
I have some influence
Straight / Heterosexual
Yes, definitely
A few times per month or weekly
Daily or almost daily
Appropriate in length
Mathematics or statistics
A lot more welcome now than last year
Under 30