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
Remote work options;How widely used or impactful my work output would be;Opportunities for professional development
Very satisfied
I am not interested in new job opportunities
Ansible;Apache Spark;Hadoop;Keras;Node.js;Pandas;TensorFlow
Ansible;Keras;Node.js;Pandas;TensorFlow
Confluence;Jira;Github;Slack;Google Suite (Docs, Meet, etc);Stack Overflow for Teams
Confluence;Jira;Github;Slack;Google Suite (Docs, Meet, etc)
Extremely important
Critically important
Curious about other opportunities;Better compensation;Trouble with leadership at my company;Growth or leadership opportunities
Company reviews from third party sites (e.g. Glassdoor, Blind);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
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)
Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos
100 to 499 employees
AWS;Docker;Google Cloud Platform;iOS;Kubernetes;Linux;MacOS;Microsoft Azure;Slack Apps and Integrations
AWS;Docker;Google Cloud Platform;iOS;Linux;Microsoft Azure;Slack Apps and Integrations;Windows
I have some influence
Straight / Heterosexual
Yes, definitely
Multiple times per day
Multiple times per day
Appropriate in length
Computer science, computer engineering, or software engineering
Just as welcome now as I felt last year
Under 30