human evaluation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-25, human evaluation appears in 34 job postings indexed by Skillenai over the past 90 days — most often required for AI Trainer roles.
Last updated · 90d ending 2026-08-25
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Frequently asked questions about human evaluation
+Is human evaluation in demand in 2026?
Yes. human evaluation appears in 34 job postings indexed by Skillenai over the 90 days ending 2026-08-25. It is most often required for AI Trainer roles (68% of AI Trainer postings list it).
+What jobs require human evaluation?
According to the Skillenai jobs index over the 90 days ending 2026-08-25, the job titles most likely to require human evaluation are AI Trainer (68% of postings list human evaluation), Frontier Agents Engineer (9% of postings list human evaluation), Product Manager (6% of postings list human evaluation).
+What skills are commonly paired with human evaluation?
Across job postings indexed by Skillenai (90 days ending 2026-08-25), human evaluation most often appears alongside data annotation, linguistics, educational resource development, language vetting, quality assurance.
+Where is human evaluation most in demand?
As of 2026-08-25, the metro areas posting the most jobs requiring human evaluation are Leisure World, New York City, San Francisco, Boston, Little Portugal, according to the Skillenai jobs index.
+How can I keep up with new human evaluation content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning human evaluation alongside the jobs index. You can subscribe to a daily email digest of new human evaluation content from your Skillenai account.
Weekly job postings requiring human evaluation — last 90 days
Job titles most likely to require human evaluation
| Role | Postings mentioning | % requiring |
|---|---|---|
| AI Trainer | 23 | 67.6% |
| Frontier Agents Engineer | 3 | 8.8% |
| Product Manager | 2 | 5.9% |
| AI Engineer | 1 | 2.9% |
| Agent Engineer | 1 | 2.9% |
| Applied Researcher | 1 | 2.9% |
| Research Director | 1 | 2.9% |
| Research Engineer | 1 | 2.9% |
| Software Engineer | 1 | 2.9% |
Top metros hiring for human evaluation
| Name | Postings | Share |
|---|---|---|
| Leisure World | 18 | 52.9% |
| New York City | 5 | 14.7% |
| San Francisco | 2 | 5.9% |
| Boston | 1 | 2.9% |
| Little Portugal | 1 | 2.9% |
| Singapore | 1 | 2.9% |
| South San Francisco | 1 | 2.9% |
| Toronto | 1 | 2.9% |
Skills commonly paired with human evaluation
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-25. 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
- 207720d2e91bc88e
- data_as_of
- 2026-08-25
- 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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