I am not primarily a developer, but I write code sometimes as part of my work
European Euro
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
Specific department or team I’d be working on;How widely used or impactful my work output would be;Office environment or company culture
Very satisfied
I’m not actively looking, but I am open to new opportunities
Node.js;Pandas;TensorFlow;Torch/PyTorch
Hadoop;Pandas;TensorFlow;Torch/PyTorch
Jira;Github;Gitlab;Slack;Trello;Google Suite (Docs, Meet, etc)
Github;Gitlab;Slack;Trello;Google Suite (Docs, Meet, etc)
Extremely important
Very important
Having a bad day (or week or month) at work;Curious about other opportunities;Better compensation;Trouble with my direct manager;Trouble with leadership at my company;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
Every few months
Sometimes: 1-2 days per month but less than weekly
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;Research companies that have advertised on sites I visit;Research companies that have emailed me
Amused
Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics)
Call a coworker or friend;Visit Stack Overflow;Watch help / tutorial videos;Do other work and come back later
1,000 to 4,999 employees
AWS;Docker;Kubernetes;Linux;Raspberry Pi;Windows
AWS;Docker;IBM Cloud or Watson;Linux;Raspberry Pi;Windows
I have some influence
Straight / Heterosexual
No, not at all
I have never participated in Q&A on Stack Overflow
Multiple times per day
Appropriate in length
Information systems, information technology, or system administration
Just as welcome now as I felt last year
At least 30