evaluation metrics jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-04, evaluation metrics appears in 325 job postings indexed by Skillenai over the past 90 days — most often required for AI Trainer roles, with demand down 29% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-04
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Frequently asked questions about evaluation metrics
+Is evaluation metrics in demand in 2026?
Yes. evaluation metrics appears in 325 job postings indexed by Skillenai over the 90 days ending 2026-09-04, with demand down 29% vs the prior 4 weeks. It is most often required for AI Trainer roles (50% of AI Trainer postings list it).
+What jobs require evaluation metrics?
According to the Skillenai jobs index over the 90 days ending 2026-09-04, the job titles most likely to require evaluation metrics are AI Trainer (50% of postings list evaluation metrics), Technical Product Manager (6% of postings list evaluation metrics), Data Scientist (4% of postings list evaluation metrics).
+What skills are commonly paired with evaluation metrics?
Across job postings indexed by Skillenai (90 days ending 2026-09-04), evaluation metrics most often appears alongside prompt engineering, Python, syntax, morphology, linguistic analysis.
+Where is evaluation metrics most in demand?
As of 2026-09-04, the metro areas posting the most jobs requiring evaluation metrics are New York City, San Francisco, Mexico City, Sunnyvale, Hong Kong, according to the Skillenai jobs index.
+How can I keep up with new evaluation metrics content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning evaluation metrics alongside the jobs index. You can subscribe to a daily email digest of new evaluation metrics content from your Skillenai account.
Weekly job postings requiring evaluation metrics — last 90 days
Job titles most likely to require evaluation metrics
| Role | Postings mentioning | % requiring |
|---|---|---|
| AI Trainer | 164 | 50.5% |
| Technical Product Manager | 18 | 5.5% |
| Data Scientist | 12 | 3.7% |
| Software Engineer | 11 | 3.4% |
| Machine Learning Engineer | 10 | 3.1% |
| AI Engineer | 9 | 2.8% |
| AI Trainer (Language Specialist) | 8 | 2.5% |
| Product Manager | 8 | 2.5% |
| AI Language Trainer | 7 | 2.2% |
| ML Research Engineer | 7 | 2.2% |
Top metros hiring for evaluation metrics
| Name | Postings | Share |
|---|---|---|
| New York City | 11 | 3.4% |
| San Francisco | 7 | 2.2% |
| Mexico City | 6 | 1.8% |
| Sunnyvale | 6 | 1.8% |
| Hong Kong | 4 | 1.2% |
| Singapore | 4 | 1.2% |
| Dublin | 3 | 0.9% |
| Luxembourg | 3 | 0.9% |
| Mountain View | 3 | 0.9% |
Skills commonly paired with evaluation metrics
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-04. 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
- 9c1b315522d0f239
- data_as_of
- 2026-09-04
- 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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