evaluations jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-21, evaluations appears in 218 job postings indexed by Skillenai over the past 90 days — most often required for Applied AI Engineer roles, with demand down 29% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-21
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Frequently asked questions about evaluations
+Is evaluations in demand in 2026?
Yes. evaluations appears in 218 job postings indexed by Skillenai over the 90 days ending 2026-08-21, with demand down 29% vs the prior 4 weeks. It is most often required for Applied AI Engineer roles (19% of Applied AI Engineer postings list it).
+What jobs require evaluations?
According to the Skillenai jobs index over the 90 days ending 2026-08-21, the job titles most likely to require evaluations are Applied AI Engineer (19% of postings list evaluations), Product Manager (12% of postings list evaluations), Software Engineer (12% of postings list evaluations).
+What skills are commonly paired with evaluations?
Across job postings indexed by Skillenai (90 days ending 2026-08-21), evaluations most often appears alongside Python, LLMs, TypeScript, AI agents, Retrieval.
+Where is evaluations most in demand?
As of 2026-08-21, the metro areas posting the most jobs requiring evaluations are San Francisco, New York City, Mountain View, London, Seoul, according to the Skillenai jobs index.
+How can I keep up with new evaluations content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning evaluations alongside the jobs index. You can subscribe to a daily email digest of new evaluations content from your Skillenai account.
Weekly job postings requiring evaluations — last 90 days
Job titles most likely to require evaluations
| Role | Postings mentioning | % requiring |
|---|---|---|
| Applied AI Engineer | 42 | 19.3% |
| Product Manager | 26 | 11.9% |
| Software Engineer | 26 | 11.9% |
| Research Engineer | 14 | 6.4% |
| AI Engineer | 11 | 5.0% |
| Principal Product Manager | 10 | 4.6% |
| Operations Manager | 5 | 2.3% |
| Product Engineer | 5 | 2.3% |
| Research Scientist | 5 | 2.3% |
| Applied AI Engineering Manager | 4 | 1.8% |
Top metros hiring for evaluations
| Name | Postings | Share |
|---|---|---|
| San Francisco | 45 | 20.6% |
| New York City | 23 | 10.6% |
| Mountain View | 10 | 4.6% |
| London | 5 | 2.3% |
| Seoul | 4 | 1.8% |
| Tokyo | 4 | 1.8% |
| Berlin | 3 | 1.4% |
| Pune | 3 | 1.4% |
| Sydney | 3 | 1.4% |
Skills commonly paired with evaluations
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-21. 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
- 5ae08bc90371f392
- data_as_of
- 2026-08-21
- 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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