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
Flex time or a flexible schedule;Specific department or team I’d be working on;Remote work options
Slightly satisfied
I am not interested in new job opportunities
Apache Spark;Hadoop;Keras;Pandas;TensorFlow;Torch/PyTorch
Apache Spark;Hadoop;Keras;Pandas;TensorFlow
Jira;Github;Gitlab
Neutral
Fairly important
Curious about other opportunities;Better compensation;Trouble with my direct manager;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities
Read company media, such as employee blogs or company culture videos;Directly asking current or past employees at the company
Once every few years
Often: 1-2 days per week or more
Start a free trial;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)
Meditate;Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later
10,000 or more employees
IBM Cloud or Watson
IBM Cloud or Watson;Kubernetes;Linux;Windows
I have a great deal of influence
Queer
Yes, somewhat
Less than once per month or monthly
Daily or almost daily
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
At least 30