evaluation harnesses jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-28, evaluation harnesses appears in 191 job postings indexed by Skillenai over the past 90 days — most often required for AI Engineer roles, with demand up 98% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-28
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Frequently asked questions about evaluation harnesses
+Is evaluation harnesses in demand in 2026?
Yes. evaluation harnesses appears in 191 job postings indexed by Skillenai over the 90 days ending 2026-08-28, with demand up 98% vs the prior 4 weeks. It is most often required for AI Engineer roles (14% of AI Engineer postings list it).
+What jobs require evaluation harnesses?
According to the Skillenai jobs index over the 90 days ending 2026-08-28, the job titles most likely to require evaluation harnesses are AI Engineer (14% of postings list evaluation harnesses), Software Engineer (13% of postings list evaluation harnesses), Product Manager (5% of postings list evaluation harnesses).
+What skills are commonly paired with evaluation harnesses?
Across job postings indexed by Skillenai (90 days ending 2026-08-28), evaluation harnesses most often appears alongside Python, observability, prompt engineering, CI/CD, LLMs.
+Where is evaluation harnesses most in demand?
As of 2026-08-28, the metro areas posting the most jobs requiring evaluation harnesses are San Francisco, London, New York City, Atlanta, Palo Alto, according to the Skillenai jobs index.
+How can I keep up with new evaluation harnesses content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning evaluation harnesses alongside the jobs index. You can subscribe to a daily email digest of new evaluation harnesses content from your Skillenai account.
Weekly job postings requiring evaluation harnesses — last 90 days
Job titles most likely to require evaluation harnesses
| Role | Postings mentioning | % requiring |
|---|---|---|
| AI Engineer | 26 | 13.6% |
| Software Engineer | 24 | 12.6% |
| Product Manager | 10 | 5.2% |
| Applied AI Engineer | 9 | 4.7% |
| Technical Program Manager | 6 | 3.1% |
| Agentic AI Engineer | 5 | 2.6% |
| Data Scientist | 5 | 2.6% |
| ML Engineer | 5 | 2.6% |
| Machine Learning Engineer | 5 | 2.6% |
| Research Scientist | 5 | 2.6% |
Top metros hiring for evaluation harnesses
| Name | Postings | Share |
|---|---|---|
| San Francisco | 11 | 5.8% |
| London | 10 | 5.2% |
| New York City | 9 | 4.7% |
| Atlanta | 4 | 2.1% |
| Palo Alto | 4 | 2.1% |
| San Jose | 4 | 2.1% |
| Seattle | 4 | 2.1% |
| Washington | 4 | 2.1% |
| Austin | 3 | 1.6% |
Skills commonly paired with evaluation harnesses
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-28. 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
- 8d869fc290cd8dfe
- data_as_of
- 2026-08-28
- 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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