evaluation systems jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-22, evaluation systems appears in 137 job postings indexed by Skillenai over the past 90 days — most often required for Product Manager roles, with demand down 15% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-22
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Frequently asked questions about evaluation systems
+Is evaluation systems in demand in 2026?
Yes. evaluation systems appears in 137 job postings indexed by Skillenai over the 90 days ending 2026-08-22, with demand down 15% vs the prior 4 weeks. It is most often required for Product Manager roles (20% of Product Manager postings list it).
+What jobs require evaluation systems?
According to the Skillenai jobs index over the 90 days ending 2026-08-22, the job titles most likely to require evaluation systems are Product Manager (20% of postings list evaluation systems), Software Engineer (19% of postings list evaluation systems), Machine Learning Engineer (12% of postings list evaluation systems).
+What skills are commonly paired with evaluation systems?
Across job postings indexed by Skillenai (90 days ending 2026-08-22), evaluation systems most often appears alongside Python, observability, LLMs, reliability engineering, product strategy.
+Where is evaluation systems most in demand?
As of 2026-08-22, the metro areas posting the most jobs requiring evaluation systems are New York City, San Francisco, London, San Jose, Mountain View, according to the Skillenai jobs index.
+How can I keep up with new evaluation systems content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning evaluation systems alongside the jobs index. You can subscribe to a daily email digest of new evaluation systems content from your Skillenai account.
Weekly job postings requiring evaluation systems — last 90 days
Job titles most likely to require evaluation systems
| Role | Postings mentioning | % requiring |
|---|---|---|
| Product Manager | 27 | 19.7% |
| Software Engineer | 26 | 19.0% |
| Machine Learning Engineer | 16 | 11.7% |
| AI Engineer | 10 | 7.3% |
| AI Platform Engineer | 4 | 2.9% |
| AI Systems Engineer | 3 | 2.2% |
| AI/ML Engineer | 3 | 2.2% |
| Backend Engineer | 3 | 2.2% |
| AI Deployment Engineer | 2 | 1.5% |
| Applied AI Engineer | 2 | 1.5% |
Top metros hiring for evaluation systems
| Name | Postings | Share |
|---|---|---|
| New York City | 45 | 32.8% |
| San Francisco | 29 | 21.2% |
| London | 6 | 4.4% |
| San Jose | 4 | 2.9% |
| Mountain View | 3 | 2.2% |
| Tel Aviv | 3 | 2.2% |
| Abu Dhabi | 1 | 0.7% |
| Austin | 1 | 0.7% |
| Bay Point | 1 | 0.7% |
Skills commonly paired with evaluation systems
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-22. 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
- f6fb28d0464e34f6
- data_as_of
- 2026-08-22
- 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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