LLM evaluation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-17, LLM evaluation appears in 337 job postings indexed by Skillenai over the past 90 days — most often required for Machine Learning Engineer roles, with demand down 40% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
Get a daily email digest of new LLM evaluation content
Skillenai indexes news articles, blog posts, and research papers that mention LLM evaluation. 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).
Frequently asked questions about LLM evaluation
+Is LLM evaluation in demand in 2026?
Yes. LLM evaluation appears in 337 job postings indexed by Skillenai over the 90 days ending 2026-05-17, with demand down 40% vs the prior 4 weeks. It is most often required for Machine Learning Engineer roles (8% of Machine Learning Engineer postings list it).
+What jobs require LLM evaluation?
According to the Skillenai jobs index over the 90 days ending 2026-05-17, the job titles most likely to require LLM evaluation are Machine Learning Engineer (8% of postings list LLM evaluation), Software Engineer (7% of postings list LLM evaluation), Deployed Engineer (6% of postings list LLM evaluation).
+What skills are commonly paired with LLM evaluation?
Across job postings indexed by Skillenai (90 days ending 2026-05-17), LLM evaluation most often appears alongside Python, machine learning, prompt engineering, observability, SQL.
+Where is LLM evaluation most in demand?
As of 2026-05-17, the metro areas posting the most jobs requiring LLM evaluation are San Francisco, New York City, London, Paris, Munich, according to the Skillenai jobs index.
+How can I keep up with new LLM evaluation content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning LLM evaluation alongside the jobs index. You can subscribe to a daily email digest of new LLM evaluation content from your Skillenai account.
Weekly job postings requiring LLM evaluation — last 90 days
Job titles most likely to require LLM evaluation
| Role | Postings mentioning | % requiring |
|---|---|---|
| Machine Learning Engineer | 26 | 7.7% |
| Software Engineer | 25 | 7.4% |
| Deployed Engineer | 19 | 5.6% |
| Data Scientist | 13 | 3.9% |
| AI Engineer | 12 | 3.6% |
| Product Manager | 11 | 3.3% |
| Research Engineer | 11 | 3.3% |
| ML Engineer | 9 | 2.7% |
| Solutions Architect | 7 | 2.1% |
| Staff Software Engineer | 7 | 2.1% |
Top metros hiring for LLM evaluation
| Name | Postings | Share |
|---|---|---|
| San Francisco | 50 | 37.3% |
| New York City | 27 | 20.1% |
| London | 13 | 9.7% |
| Paris | 12 | 9.0% |
| Munich | 8 | 6.0% |
| Seattle | 8 | 6.0% |
| Toronto | 7 | 5.2% |
| Bengaluru | 5 | 3.7% |
| Austin | 4 | 3.0% |
Skills commonly paired with LLM evaluation
Stay current on LLM evaluation without doomscrolling
Same one-click setup as above, plus you can pull the underlying stream into your own coding agent via the Skillenai API.
Explore related pages
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
- 0fd6a1339327d5e6
- 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.
Skillenai for recruiters →