evaluations jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-30, evaluations appears in 34 job postings indexed by Skillenai over the past 90 days — most often required for Research Engineer roles, with demand up 30% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-30
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Frequently asked questions about evaluations
+Is evaluations in demand in 2026?
Yes. evaluations appears in 34 job postings indexed by Skillenai over the 90 days ending 2026-08-30, with demand up 30% vs the prior 4 weeks. It is most often required for Research Engineer roles (18% of Research Engineer postings list it).
+What jobs require evaluations?
According to the Skillenai jobs index over the 90 days ending 2026-08-30, the job titles most likely to require evaluations are Research Engineer (18% of postings list evaluations), Software Engineer (12% of postings list evaluations), Product Manager (9% of postings list evaluations).
+What skills are commonly paired with evaluations?
Across job postings indexed by Skillenai (90 days ending 2026-08-30), evaluations most often appears alongside Python, typescript, observability, machine learning, fine-tuning.
+Where is evaluations most in demand?
As of 2026-08-30, the metro areas posting the most jobs requiring evaluations are San Francisco, New York City, Seoul, Fort Meade, London, 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 |
|---|---|---|
| Research Engineer | 6 | 17.6% |
| Software Engineer | 4 | 11.8% |
| Product Manager | 3 | 8.8% |
| AI Deployment Engineer | 1 | 2.9% |
| AI Engineer | 1 | 2.9% |
| AI Product Strategist | 1 | 2.9% |
| AI Researcher | 1 | 2.9% |
| AI Solutions Technical Lead | 1 | 2.9% |
| AI Systems Engineer | 1 | 2.9% |
| Agent Engineer | 1 | 2.9% |
Top metros hiring for evaluations
| Name | Postings | Share |
|---|---|---|
| San Francisco | 16 | 47.1% |
| New York City | 3 | 8.8% |
| Seoul | 3 | 8.8% |
| Fort Meade | 1 | 2.9% |
| London | 1 | 2.9% |
| Menlo Park | 1 | 2.9% |
| Pune | 1 | 2.9% |
| Satakha | 1 | 2.9% |
| Tel Aviv | 1 | 2.9% |
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 2026-08-30. 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
- 2026-08-30
- 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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