I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Scientist
Other doctoral degree (Ph.D., Ed.D., etc.)
Employed full-time
White or of European descent
Financial performance or funding status of the company or organization;How widely used or impactful my work output would be;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
Gitlab
Gitlab;Slack;Microsoft Teams
Extremely important
Critically important
Curious about other opportunities;Better compensation;Trouble with my direct manager;Trouble with leadership at my company;Wanting to work with new technologies;Growth or leadership opportunities;Looking to relocate
Read company media, such as employee blogs or company culture videos;Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company
Once every few years
Occasionally: 1-2 days per quarter but less than monthly
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
10,000 or more employees
AWS;Google Cloud Platform;Linux;Microsoft Azure
AWS;Linux;Microsoft Azure
I have some influence
Straight / Heterosexual
Neutral
I have never participated in Q&A on Stack Overflow
A few times per week
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
At least 30