evaluation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-17, evaluation appears in 970 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles, with demand down 44% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
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Frequently asked questions about evaluation
+Is evaluation in demand in 2026?
Yes. evaluation appears in 970 job postings indexed by Skillenai over the 90 days ending 2026-05-17, with demand down 44% vs the prior 4 weeks. It is most often required for Software Engineer roles (10% of Software Engineer postings list it).
+What jobs require evaluation?
According to the Skillenai jobs index over the 90 days ending 2026-05-17, the job titles most likely to require evaluation are Software Engineer (10% of postings list evaluation), AI Engineer (9% of postings list evaluation), Machine Learning Engineer (8% of postings list evaluation).
+What skills are commonly paired with evaluation?
Across job postings indexed by Skillenai (90 days ending 2026-05-17), evaluation most often appears alongside Python, machine learning, PyTorch, fine-tuning, LLMs.
+Where is evaluation most in demand?
As of 2026-05-17, the metro areas posting the most jobs requiring evaluation are San Francisco, New York City, London, Paris, 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
Job titles most likely to require evaluation
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 97 | 10.0% |
| AI Engineer | 83 | 8.6% |
| Machine Learning Engineer | 74 | 7.6% |
| Research Engineer | 45 | 4.6% |
| Product Manager | 44 | 4.5% |
| Research Scientist | 30 | 3.1% |
| ML Engineer | 25 | 2.6% |
| Applied AI Engineer | 22 | 2.3% |
| AI Content Evaluator | 19 | 2.0% |
| Staff Software Engineer | 17 | 1.8% |
Top metros hiring for evaluation
| Name | Postings | Share |
|---|---|---|
| San Francisco | 130 | 35.1% |
| New York City | 81 | 21.9% |
| London | 39 | 10.5% |
| Paris | 24 | 6.5% |
| Seattle | 24 | 6.5% |
| Palo Alto | 23 | 6.2% |
| Mountain View | 18 | 4.9% |
| Bengaluru | 17 | 4.6% |
| Sunnyvale | 14 | 3.8% |
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 2026-05-17. 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
- 2026-05-17
- 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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