I am a developer by profession
Singapore dollar
Data scientist or machine learning specialist
Master’s degree (M.A., M.S., M.Eng., MBA, etc.)
Employed full-time
Middle Eastern;White or of European descent
Languages, frameworks, and other technologies I’d be working with;Remote work options;Office environment or company culture
Very satisfied
I am not interested in new job opportunities
Apache Spark;Keras;Pandas;TensorFlow
Pandas
Confluence;Jira;Github;Gitlab;Slack;Microsoft Azure;Stack Overflow for Teams
Confluence;Jira;Github;Slack;Google Suite (Docs, Meet, etc)
Extremely important
Very important
Better compensation;Trouble with my direct manager;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);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family
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)
Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos
20 to 99 employees
AWS;Docker
AWS;Docker
I have some influence
Straight / Heterosexual
Yes, somewhat
I have never participated in Q&A on Stack Overflow
Daily or almost daily
Too long
Another engineering discipline (such as civil, electrical, mechanical, etc.)
Just as welcome now as I felt last year
At least 30