I am a developer by profession
European Euro
Data scientist or machine learning specialist;Developer, back-end
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
White or of European descent
How widely used or impactful my work output would be;Office environment or company culture;Opportunities for professional development
Very satisfied
I’m not actively looking, but I am open to new opportunities
Pandas;TensorFlow
Pandas;TensorFlow
Confluence;Github;Gitlab;Microsoft Teams
Confluence;Jira;Github;Gitlab;Microsoft Teams
Extremely important
Very important
Wanting to share accomplishments with a wider network;Better compensation;Growth or leadership opportunities
Personal network - friends or family
Once a year
Often: 1-2 days per week or more
Indifferent
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;Do other work and come back later
20 to 99 employees
AWS;Docker;Kubernetes;Linux
AWS;Docker;Kubernetes;Linux
I have little or no influence
Straight / Heterosexual
Yes, definitely
Multiple times per day
Multiple times per day
Appropriate in length
Just as welcome now as I felt last year
Under 30