I am a developer by profession
European Euro
Data scientist or machine learning specialist
Bachelor’s degree (B.A., B.S., B.Eng., etc.)
Employed part-time
White or of European descent
Remote work options;Office environment or company culture;Opportunities for professional development
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Keras;Pandas;TensorFlow;Torch/PyTorch
Apache Spark;Keras;Pandas;TensorFlow;Torch/PyTorch
Github
Confluence;Jira;Github;Gitlab;Slack
Somewhat important
Very important
Better compensation;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
Every few months
Rarely: 1-2 days per year or less
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;Do other work and come back later
10,000 or more employees
Docker;Linux
Docker;Linux
I have little or no influence
Bisexual;Queer
Yes, somewhat
I have never participated in Q&A on Stack Overflow
Multiple times per day
Appropriate in length
Another engineering discipline (such as civil, electrical, mechanical, etc.)
Just as welcome now as I felt last year
Under 30