I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Educator;Senior executive/VP
Other doctoral degree (Ph.D., Ed.D., etc.)
Employed full-time
White or of European descent
Specific department or team I’d be working on;How widely used or impactful my work output would be;Office environment or company culture
Slightly dissatisfied
I am actively looking for a job
Apache Spark;Keras;Pandas;TensorFlow;Torch/PyTorch
Apache Spark;Keras;Pandas;TensorFlow;Torch/PyTorch
Github;Slack;Google Suite (Docs, Meet, etc)
Confluence;Github;Gitlab;Slack;Trello;Google Suite (Docs, Meet, etc)
Extremely important
Very important
Having a bad day (or week or month) at work;Curious about other opportunities;Better compensation;Trouble with leadership at my company
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
Once every few years
Often: 1-2 days per week or more
Hello, old friend
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers)
Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Panic;Watch help / tutorial videos;Do other work and come back later
10 to 19 employees
AWS;Docker;iOS;Kubernetes;Linux
AWS;Docker;Google Cloud Platform;Kubernetes;Linux
I have some influence
Bisexual
Yes, somewhat
Less than once per month or monthly
A few times per week
Appropriate in length
A humanities discipline (such as literature, history, philosophy, etc.)
Somewhat more welcome now than last year
At least 30