I am a developer by profession
Pound sterling
Data scientist or machine learning specialist;Engineer, data;Scientist
Other doctoral degree (Ph.D., Ed.D., etc.)
Employed full-time
White or of European descent
Industry that I’d be working in;Languages, frameworks, and other technologies I’d be working with;Family friendliness
Slightly dissatisfied
I’m not actively looking, but I am open to new opportunities
Pandas;TensorFlow;Teraform;Torch/PyTorch
Pandas;TensorFlow;Teraform;Torch/PyTorch
Github;Slack;Google Suite (Docs, Meet, etc)
Confluence;Github;Slack;Trello;Google Suite (Docs, Meet, etc)
Extremely important
Fairly important
Having a bad day (or week or month) at work;Trouble with my direct manager;Trouble with leadership at my company;Growth or leadership opportunities
Read company media, such as employee blogs or company culture videos;Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company
Every few months
Often: 1-2 days per week or more
Amused
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)
Visit Stack Overflow;Do other work and come back later
20 to 99 employees
AWS;Docker;Google Cloud Platform;Kubernetes;Linux;MacOS;Raspberry Pi;Slack Apps and Integrations
AWS;Docker;Google Cloud Platform;Kubernetes;Linux;MacOS;Raspberry Pi;Slack Apps and Integrations
I have little or no influence
Straight / Heterosexual
Yes, somewhat
Multiple times per day
Multiple times per day
Appropriate in length
A natural science (such as biology, chemistry, physics, etc.)
Just as welcome now as I felt last year
At least 30