I am a developer by profession
European Euro
Data scientist or machine learning specialist
Other doctoral degree (Ph.D., Ed.D., 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;How widely used or impactful my work output would be
Very satisfied
I am not interested in new job opportunities
Apache Spark;Keras;Pandas;TensorFlow;Torch/PyTorch
Apache Spark;Pandas
Github
Github;Gitlab
Extremely important
Very important
Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);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
Hello, old friend
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Visit Stack Overflow
10,000 or more employees
Android;AWS;Docker;Linux
Android;AWS;Linux
I have little or no influence
Neutral
Less than once per month or monthly
Multiple times per day
Too short
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
At least 30