Framework for scaling Python and ML workloads
43.4k
GitHub stars
+0.9% over tracked period
—
Active job listings
Not in skill taxonomy yet
61.3M
PyPI downloads/month
+3.9% over tracked period
7.9k
GitHub forks
Contributor and adoption proxy
The GitHub repository has 43.4k stars, growing 0.9% over the tracked period. High star counts combined with job demand are the strongest signal when evaluating a tool to invest in.
With 61.3M monthly PyPI downloads, Ray has broad ecosystem adoption beyond listed jobs — a sign teams are using it in production.
GitHub data via GitHub REST API · Downloads via pypistats.org · Job data from active listings · Updated weekly