LLM evaluation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-19, LLM evaluation appears in 458 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles, with demand up 5% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-19
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Frequently asked questions about LLM evaluation
+Is LLM evaluation in demand in 2026?
Yes. LLM evaluation appears in 458 job postings indexed by Skillenai over the 90 days ending 2026-09-19, with demand up 5% vs the prior 4 weeks. It is most often required for Software Engineer roles (10% of Software Engineer postings list it).
+What jobs require LLM evaluation?
According to the Skillenai jobs index over the 90 days ending 2026-09-19, the job titles most likely to require LLM evaluation are Software Engineer (10% of postings list LLM evaluation), Data Scientist (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 2026-09-19), LLM evaluation most often appears alongside Python, prompt engineering, SQL, machine learning, RAG.
+Where is LLM evaluation most in demand?
As of 2026-09-19, the metro areas posting the most jobs requiring LLM evaluation are San Francisco, New York City, London, Bengaluru, Madrid, 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 |
|---|---|---|
| Software Engineer | 46 | 10.0% |
| Data Scientist | 31 | 6.8% |
| AI Engineer | 29 | 6.3% |
| Machine Learning Engineer | 22 | 4.8% |
| Product Manager | 17 | 3.7% |
| Quality Assurance Lead | 12 | 2.6% |
| Research Engineer | 11 | 2.4% |
| Applied ML Engineer | 7 | 1.5% |
| Backend Engineer | 6 | 1.3% |
| Research Scientist | 6 | 1.3% |
Top metros hiring for LLM evaluation
| Name | Postings | Share |
|---|---|---|
| San Francisco | 34 | 7.4% |
| New York City | 25 | 5.5% |
| London | 20 | 4.4% |
| Bengaluru | 10 | 2.2% |
| Madrid | 9 | 2.0% |
| Berlin | 8 | 1.7% |
| Toronto | 8 | 1.7% |
| Paris | 7 | 1.5% |
| Seattle | 5 | 1.1% |
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 2026-09-19. 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
- 2026-09-19
- 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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