I am a developer by profession
Pound sterling
Data scientist or machine learning specialist
Master’s degree (M.A., M.S., M.Eng., MBA, 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
Very satisfied
I am not interested in new job opportunities
Pandas;TensorFlow;Torch/PyTorch
Hadoop;Pandas
Github;Slack;Trello
Confluence;Jira;Github;Slack;Trello
Neutral
Not at all important/not necessary
Just because;Having a bad day (or week or month) at work;Curious about other opportunities;Better compensation;Trouble with my teammates;Trouble with my direct manager;Trouble with leadership at my company;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
Every few months
Never
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;Watch help / tutorial videos;Do other work and come back later
10,000 or more employees
I have little or no influence
Bisexual
Neutral
A few times per month or weekly
Daily or almost daily
Appropriate in length
A social science (such as anthropology, psychology, political science, etc.)
Just as welcome now as I felt last year
Under 30