I am not primarily a developer, but I write code sometimes as part of my work
United States dollar
Data scientist or machine learning specialist;Developer, back-end;Scientist
Other doctoral degree (Ph.D., Ed.D., etc.)
Employed full-time
White or of European descent
Diversity of the company or organization;Specific department or team I’d be working on;How widely used or impactful my work output would be
Very dissatisfied
I am actively looking for a job
Keras;Pandas;TensorFlow;Torch/PyTorch
Node.js;Pandas
Github;Gitlab;Slack;Trello
Github;Gitlab;Slack;Microsoft Teams;Microsoft Azure
Extremely important
Critically important
Having a bad day (or week or month) at work;Wanting to share accomplishments with a wider network;Curious about other opportunities;Trouble with leadership at my company;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;Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Directly asking current or past employees at the company
Once a year
Occasionally: 1-2 days per quarter but less than monthly
Amused
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)
Meditate;Go for a walk or other physical activity;Panic;Watch help / tutorial videos;Do other work and come back later
500 to 999 employees
AWS;Docker;Kubernetes;Linux;MacOS
Linux;MacOS;Microsoft Azure;Windows
I have little or no influence
Queer
No, not at all
A few times per week
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Somewhat less welcome now than last year
At least 30