LLM evaluation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-07-03, LLM evaluation appears in 364 job postings indexed by Skillenai over the past 90 days — most often required for Machine Learning Engineer roles, with demand down 35% vs the prior 4 weeks.
Last updated · 90d ending 2026-07-03
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Frequently asked questions about LLM evaluation
+Is LLM evaluation in demand in 2026?
Yes. LLM evaluation appears in 364 job postings indexed by Skillenai over the 90 days ending 2026-07-03, with demand down 35% 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 2026-07-03, 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), AI Engineer (6% of postings list LLM evaluation).
+What skills are commonly paired with LLM evaluation?
Across job postings indexed by Skillenai (90 days ending 2026-07-03), LLM evaluation most often appears alongside Python, prompt engineering, machine learning, observability, SQL.
+Where is LLM evaluation most in demand?
As of 2026-07-03, the metro areas posting the most jobs requiring LLM evaluation are San Francisco, New York City, London, Madrid, Bengaluru, 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
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require LLM evaluation
| Role | Postings mentioning | % requiring |
|---|---|---|
| Machine Learning Engineer | 31 | 8.5% |
| Software Engineer | 26 | 7.1% |
| AI Engineer | 23 | 6.3% |
| Data Scientist | 14 | 3.8% |
| Research Engineer | 12 | 3.3% |
| Engineering Manager | 11 | 3.0% |
| Product Manager | 10 | 2.7% |
| Deployed Engineer | 9 | 2.5% |
| Data Engineer | 8 | 2.2% |
| AI Platform Engineer | 7 | 1.9% |
Top metros hiring for LLM evaluation
| Name | Postings | Share |
|---|---|---|
| San Francisco | 36 | 9.9% |
| New York City | 21 | 5.8% |
| London | 18 | 4.9% |
| Madrid | 9 | 2.5% |
| Bengaluru | 8 | 2.2% |
| Paris | 8 | 2.2% |
| Toronto | 7 | 1.9% |
| Hyderabad | 6 | 1.6% |
| Seattle | 6 | 1.6% |
Skills commonly paired with LLM evaluation
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-07-03. 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
- 2026-07-03
- 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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