I am a developer by profession
European Euro
Data scientist or machine learning specialist;Engineer, data;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;Specific department or team I’d be working on;Office environment or company culture
Very satisfied
I am not interested in new job opportunities
Apache Spark;Keras;Pandas;TensorFlow;Torch/PyTorch
Apache Spark;Hadoop;Keras;Node.js;Pandas;TensorFlow
Microsoft Azure
Github;Gitlab;Slack;Microsoft Teams;Microsoft Azure
Somewhat important
Very important
Curious about other opportunities;Looking to relocate
Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company
Every few months
Sometimes: 1-2 days per month but less than weekly
Indifferent
Stack Overflow (public Q&A for anyone who codes)
Call a coworker or friend;Visit Stack Overflow;Do other work and come back later;Visit another developer community (please name):
10,000 or more employees
Docker;MacOS;Microsoft Azure
AWS;Docker;Google Cloud Platform;Linux;MacOS;Microsoft Azure;Windows
I have little or no influence
Straight / Heterosexual
No, not really
Less than once per month or monthly
Multiple times per day
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
Under 30