reinforcement learning (RL) jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-18, reinforcement learning (RL) appears in 113 job postings indexed by Skillenai over the past 90 days — most often required for Machine Learning Engineer roles, with demand down 53% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-18
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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 113 job postings indexed by Skillenai over the 90 days ending 2026-09-18, with demand down 53% vs the prior 4 weeks. It is most often required for Machine Learning Engineer roles (15% of Machine Learning Engineer postings list it).
+What jobs require reinforcement learning (RL)?
According to the Skillenai jobs index over the 90 days ending 2026-09-18, the job titles most likely to require reinforcement learning (RL) are Machine Learning Engineer (15% of postings list reinforcement learning (RL)), Research Engineer (14% of postings list reinforcement learning (RL)), Research Scientist (12% of postings list reinforcement learning (RL)).
+What skills are commonly paired with reinforcement learning (RL)?
Across job postings indexed by Skillenai (90 days ending 2026-09-18), reinforcement learning (RL) most often appears alongside Python, PyTorch, JAX, machine learning, computer vision.
+Where is reinforcement learning (RL) most in demand?
As of 2026-09-18, the metro areas posting the most jobs requiring reinforcement learning (RL) are San Francisco, Mountain View, Sunnyvale, Broken Bow, Seattle, 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 |
|---|---|---|
| Machine Learning Engineer | 17 | 15.0% |
| Research Engineer | 16 | 14.2% |
| Research Scientist | 14 | 12.4% |
| Software Engineer | 7 | 6.2% |
| Data Scientist | 4 | 3.5% |
| AI Engineer | 3 | 2.7% |
| AI Research Scientist | 3 | 2.7% |
| AI Software Engineer | 3 | 2.7% |
| ML Engineer | 3 | 2.7% |
| Applied Research Engineer | 2 | 1.8% |
Top metros hiring for reinforcement learning (RL)
| Name | Postings | Share |
|---|---|---|
| San Francisco | 21 | 18.6% |
| Mountain View | 13 | 11.5% |
| Sunnyvale | 11 | 9.7% |
| Broken Bow | 4 | 3.5% |
| Seattle | 4 | 3.5% |
| Singapore | 4 | 3.5% |
| Beijing | 3 | 2.7% |
| London | 3 | 2.7% |
| Ontario | 3 | 2.7% |
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 2026-09-18. 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
- 2026-09-18
- 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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