I am a developer by profession
United States dollar
Data scientist or machine learning specialist;Developer, full-stack;Engineer, data;Scientist
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
White or of European descent
Languages, frameworks, and other technologies I’d be working with;How widely used or impactful my work output would be;Office environment or company culture
Slightly satisfied
I’m not actively looking, but I am open to new opportunities
.NET;.NET Core;Apache Spark;Hadoop;Keras;Pandas;TensorFlow;Torch/PyTorch
.NET;.NET Core;Apache Spark;Hadoop;Keras;Node.js;Pandas;TensorFlow;Torch/PyTorch
Confluence;Jira;Github;Stack Overflow for Teams
Confluence;Jira;Github
Extremely important
Very important
Just because;Having a bad day (or week or month) at work;Better compensation;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);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
Occasionally: 1-2 days per quarter but less than monthly
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;Play games;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
1,000 to 4,999 employees
AWS;Docker;Kubernetes;Linux;Windows
AWS;Linux;Windows
I have little or no influence
Straight / Heterosexual
Yes, definitely
A few times per week
Multiple times per day
Appropriate in length
Computer science, computer engineering, or software engineering
A lot less welcome now than last year
Under 30