evaluation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-07, evaluation appears in 1,447 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles, with demand up 36% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-07
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Frequently asked questions about evaluation
+Is evaluation in demand in 2026?
Yes. evaluation appears in 1,447 job postings indexed by Skillenai over the 90 days ending 2026-09-07, with demand up 36% vs the prior 4 weeks. It is most often required for Software Engineer roles (14% of Software Engineer postings list it).
+What jobs require evaluation?
According to the Skillenai jobs index over the 90 days ending 2026-09-07, the job titles most likely to require evaluation are Software Engineer (14% of postings list evaluation), AI Engineer (10% of postings list evaluation), Product Manager (6% of postings list evaluation).
+What skills are commonly paired with evaluation?
Across job postings indexed by Skillenai (90 days ending 2026-09-07), evaluation most often appears alongside Python, observability, monitoring, RAG, machine learning.
+Where is evaluation most in demand?
As of 2026-09-07, the metro areas posting the most jobs requiring evaluation are San Francisco, London, New York City, San Jose, Seattle, according to the Skillenai jobs index.
+How can I keep up with new evaluation content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning evaluation alongside the jobs index. You can subscribe to a daily email digest of new evaluation content from your Skillenai account.
Weekly job postings requiring evaluation — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require evaluation
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 207 | 14.3% |
| AI Engineer | 149 | 10.3% |
| Product Manager | 85 | 5.9% |
| Machine Learning Engineer | 83 | 5.7% |
| Applied AI Engineer | 72 | 5.0% |
| Research Engineer | 38 | 2.6% |
| AI Data Contributor | 32 | 2.2% |
| Data Scientist | 31 | 2.1% |
| Engineering Manager | 27 | 1.9% |
| ML Engineer | 22 | 1.5% |
Top metros hiring for evaluation
| Name | Postings | Share |
|---|---|---|
| San Francisco | 146 | 10.1% |
| London | 79 | 5.5% |
| New York City | 76 | 5.3% |
| San Jose | 28 | 1.9% |
| Seattle | 27 | 1.9% |
| Mountain View | 26 | 1.8% |
| Bengaluru | 24 | 1.7% |
| Toronto | 20 | 1.4% |
| Palo Alto | 19 | 1.3% |
Skills commonly paired with evaluation
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-07. 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
- 60e4c1132ca5d390
- data_as_of
- 2026-09-07
- 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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