I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Developer, back-end;Developer, full-stack;Engineer, data;Scientist
Other doctoral degree (Ph.D., Ed.D., etc.)
Employed full-time
White or of European descent
How widely used or impactful my work output would be;Office environment or company culture;Opportunities for professional development
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
Keras;Pandas;TensorFlow;Torch/PyTorch
Keras;Node.js;Pandas;TensorFlow;Torch/PyTorch
Github;Gitlab;Stack Overflow for Teams
Confluence;Jira;Github;Gitlab;Slack;Microsoft Teams;Trello;Google Suite (Docs, Meet, etc)
Somewhat important
Very important
Just because;Better compensation;Trouble with my direct manager;Trouble with leadership at my company;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;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company
Once a year
Rarely: 1-2 days per year or less
Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow
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)
Meditate;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
100 to 499 employees
Arduino;AWS;Docker;Google Cloud Platform;Linux;MacOS;Raspberry Pi
Arduino;AWS;Docker;Google Cloud Platform;Linux;MacOS;Raspberry Pi
I have a great deal of influence
Bisexual
Yes, somewhat
A few times per week
Daily or almost daily
Appropriate in length
Computer science, computer engineering, or software engineering
Just as welcome now as I felt last year
At least 30