I am a developer by profession
United States dollar
Academic researcher;Data scientist or machine learning specialist;Database administrator;Developer, back-end;Developer, full-stack;DevOps specialist;Engineer, data;Engineer, site reliability;Scientist;System administrator
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;Office environment or company culture;Opportunities for professional development
Very dissatisfied
I’m not actively looking, but I am open to new opportunities
Apache Spark;Pandas;TensorFlow;Torch/PyTorch
Apache Spark;Hadoop;Keras;Pandas;TensorFlow;Torch/PyTorch
Github;Slack;Google Suite (Docs, Meet, etc)
Confluence;Jira;Github;Gitlab;Slack;Google Suite (Docs, Meet, etc)
Extremely important
Fairly 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;Better work/life balance;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
Every few months
Occasionally: 1-2 days per quarter but less than monthly
Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Research companies that have emailed me
Hello, old friend
Stack Overflow (public Q&A for anyone who codes);Stack Overflow Jobs (for job seekers)
Play games;Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later;Visit another developer community (please name):
20 to 99 employees
AWS;Docker;Google Cloud Platform;Kubernetes;Linux;MacOS
AWS;Docker;Google Cloud Platform;Kubernetes;Linux;MacOS;Slack Apps and Integrations
I have a great deal of influence
Straight / Heterosexual
No, not really
Daily or almost daily
Appropriate in length
Mathematics or statistics
Just as welcome now as I felt last year
Under 30