Reinforcement learning jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-28, Reinforcement learning appears in 1,702 job postings indexed by Skillenai over the past 90 days — Machine Learning Engineer has the most postings mentioning Reinforcement learning, with demand down 5% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-28
Which roles want Reinforcement learning?
Upload your resume and Skillenai will show which roles your Reinforcement learning experience fits, which skills you already cover, and what is missing.
Prepare to discuss Reinforcement learning in your interview
We’re building mock interviews informed by job postings and career profiles, to help you explain how you’ve used Reinforcement learning.
Frequently asked questions about Reinforcement learning
+Is Reinforcement learning in demand in 2026?
Yes. Reinforcement learning appears in 1,702 job postings indexed by Skillenai over the 90 days ending 2026-09-28, with demand down 5% vs the prior 4 weeks. Machine Learning Engineer accounts for the most postings mentioning Reinforcement learning (12.0% of all postings mentioning Reinforcement learning).
+What jobs require Reinforcement learning?
According to the Skillenai jobs index over the 90 days ending 2026-09-28, among roles with at least 20 postings, the highest shares mentioning Reinforcement learning are Machine Learning Researcher (28.2% of that role’s postings mention Reinforcement learning), AI/ML Scientist (26.1% of that role’s postings mention Reinforcement learning), Research Intern (24.0% of that role’s postings mention Reinforcement learning).
+What skills are commonly paired with Reinforcement learning?
Across job postings indexed by Skillenai (90 days ending 2026-09-28), Reinforcement learning most often appears alongside Python, machine learning, PyTorch, deep learning, TensorFlow.
+Where is Reinforcement learning most in demand?
As of 2026-09-28, the metro areas posting the most jobs requiring Reinforcement learning are San Francisco, New York City, Mountain View, London, Sunnyvale, according to the Skillenai jobs index.
+How can I keep up with new Reinforcement learning content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning Reinforcement learning alongside the jobs index. You can subscribe to a daily email digest of new Reinforcement learning content from your Skillenai account.
Weekly job postings requiring Reinforcement learning — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Roles most likely to require Reinforcement learning
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Machine Learning Researcher | 11 | 28.2% |
| AI/ML Scientist | 6 | 26.1% |
| Research Intern | 12 | 24.0% |
| Research Engineer | 134 | 22.2% |
| ML Researcher | 7 | 21.9% |
| AI Researcher | 25 | 21.4% |
| AI Research Scientist | 17 | 21.2% |
| Lecturer | 5 | 20.8% |
| AI Research Engineer | 19 | 19.8% |
| AI Research Intern | 4 | 18.2% |
Roles with the most Reinforcement learning postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Machine Learning Engineer | 204 | 12.0% |
| Software Engineer | 138 | 8.1% |
| Research Engineer | 134 | 7.9% |
| Research Scientist | 128 | 7.5% |
| ML Engineer | 83 | 4.9% |
| Data Scientist | 79 | 4.6% |
| AI Engineer | 61 | 3.6% |
| Applied Scientist | 35 | 2.1% |
| Product Manager | 31 | 1.8% |
| AI Researcher | 25 | 1.5% |
Top metros hiring for Reinforcement learning
| Name | Postings | Share |
|---|---|---|
| San Francisco | 248 | 14.6% |
| New York City | 108 | 6.3% |
| Mountain View | 80 | 4.7% |
| London | 77 | 4.5% |
| Sunnyvale | 60 | 3.5% |
| Munich | 46 | 2.7% |
| Santa Clara | 39 | 2.3% |
| Singapore | 39 | 2.3% |
| San Jose | 34 | 2.0% |
Skills commonly paired with Reinforcement learning
Get a daily email digest of new Reinforcement learning content
Skillenai indexes news articles, blog posts, and research papers that mention Reinforcement learning. Click below and we'll open a pre-filled daily digest — change the cadence to hourly or weekly if you prefer, then save. Free account required (~30 seconds).
Explore related pages
How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-28. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Role prevalence divides postings mentioning Reinforcement learning by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s Reinforcement learning postings by all Reinforcement learning postings, including postings without a role. Shares need not sum to 100% for the displayed roles. Pages refresh weekly (or daily for the top-50 most-requested skills).
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- df034df3eb79e2e3
- data_as_of
- 2026-09-28
- window_days
- 90
The demand, skills, and geo numbers on this page come from the same Skillenai labor market index that powers our API. Use it for compensation benchmarking, hiring-competition analysis, and skill-adoption tracking.
Skillenai for recruiters →