I am a developer by profession
Pound sterling
Data scientist or machine learning specialist;Developer, back-end;Engineer, data
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;Opportunities for professional development
Very satisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Hadoop;Keras;Pandas;React Native;TensorFlow;Teraform;Torch/PyTorch
Keras;Pandas;TensorFlow
Confluence;Jira;Github;Slack;Trello;Google Suite (Docs, Meet, etc)
Confluence;Jira;Github;Slack;Trello;Google Suite (Docs, Meet, etc)
Extremely important
Fairly important
Just because;Curious about other opportunities;Better compensation;Wanting to work with new technologies;Growth or leadership opportunities;Looking to relocate
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 every few years
Rarely: 1-2 days per year or less
Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd
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;Do other work and come back later
20 to 99 employees
Android;AWS;Docker;iOS;MacOS
AWS;MacOS
I have a great deal of influence
Gay or Lesbian;Queer
Neutral
I have never participated in Q&A on Stack Overflow
Multiple times per day
Appropriate in length
A social science (such as anthropology, psychology, political science, etc.)
Just as welcome now as I felt last year
Under 30