I am not primarily a developer, but I write code sometimes as part of my work
Israeli new shekel
Data scientist or machine learning specialist
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;Office environment or company culture;Opportunities for professional development
Very satisfied
I am not interested in new job opportunities
Apache Spark;Keras;Pandas;TensorFlow;Torch/PyTorch
Apache Spark;Keras;Pandas;TensorFlow;Torch/PyTorch
Github;Slack;Google Suite (Docs, Meet, etc)
Confluence;Jira;Github;Gitlab;Slack;Trello;Google Suite (Docs, Meet, etc);Stack Overflow for Teams
Extremely important
Very important
Curious about other opportunities;Better compensation;Trouble with my teammates;Trouble with leadership at my company;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities
Personal network - friends or family;Directly asking current or past employees at the company
Once every few years
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)
Call a coworker or friend;Visit Stack Overflow;Watch help / tutorial videos
20 to 99 employees
AWS;Docker;Google Cloud Platform;Kubernetes;Linux;MacOS;Slack Apps and Integrations;Windows
AWS;Docker;Google Cloud Platform;Kubernetes;Linux;MacOS;Slack Apps and Integrations;Windows
I have little or no influence
Straight / Heterosexual
Yes, somewhat
A few times per month or weekly
Multiple times per day
Too long
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
At least 30