reinforcement learning (RL) jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-17, reinforcement learning (RL) appears in 125 job postings indexed by Skillenai over the past 90 days — most often required for Research Engineer roles, with demand down 60% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
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Frequently asked questions about reinforcement learning (RL)
+Is reinforcement learning (RL) in demand in 2026?
Yes. reinforcement learning (RL) appears in 125 job postings indexed by Skillenai over the 90 days ending 2026-05-17, with demand down 60% vs the prior 4 weeks. It is most often required for Research Engineer roles (11% of Research Engineer postings list it).
+What jobs require reinforcement learning (RL)?
According to the Skillenai jobs index over the 90 days ending 2026-05-17, the job titles most likely to require reinforcement learning (RL) are Research Engineer (11% of postings list reinforcement learning (RL)), Research Scientist (11% of postings list reinforcement learning (RL)), Machine Learning Engineer (6% of postings list reinforcement learning (RL)).
+What skills are commonly paired with reinforcement learning (RL)?
Across job postings indexed by Skillenai (90 days ending 2026-05-17), reinforcement learning (RL) most often appears alongside Python, PyTorch, machine learning, data pipelines, RLHF.
+Where is reinforcement learning (RL) most in demand?
As of 2026-05-17, the metro areas posting the most jobs requiring reinforcement learning (RL) are San Francisco, New York City, Mountain View, Sunnyvale, London, according to the Skillenai jobs index.
+How can I keep up with new reinforcement learning (RL) content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning reinforcement learning (RL) alongside the jobs index. You can subscribe to a daily email digest of new reinforcement learning (RL) content from your Skillenai account.
Weekly job postings requiring reinforcement learning (RL) — last 90 days
Job titles most likely to require reinforcement learning (RL)
| Role | Postings mentioning | % requiring |
|---|---|---|
| Research Engineer | 14 | 11.2% |
| Research Scientist | 14 | 11.2% |
| Machine Learning Engineer | 7 | 5.6% |
| Software Engineer | 6 | 4.8% |
| Applied Scientist | 5 | 4.0% |
| ML Engineer | 5 | 4.0% |
| Reinforcement Learning Engineer | 4 | 3.2% |
| AI Research Engineer | 3 | 2.4% |
| Technical Program Manager | 3 | 2.4% |
| AI Applied Scientist | 2 | 1.6% |
Top metros hiring for reinforcement learning (RL)
| Name | Postings | Share |
|---|---|---|
| San Francisco | 19 | 26.0% |
| New York City | 16 | 21.9% |
| Mountain View | 10 | 13.7% |
| Sunnyvale | 8 | 11.0% |
| London | 5 | 6.8% |
| Singapore | 5 | 6.8% |
| Seoul | 4 | 5.5% |
| Santa Clara | 3 | 4.1% |
| Seattle | 3 | 4.1% |
Skills commonly paired with reinforcement learning (RL)
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-05-17. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Pages refresh weekly (or daily for the top-50 most-requested skills).
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- e53b76d3b044741a
- data_as_of
- 2026-05-17
- 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.
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