evaluation metrics jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-31, evaluation metrics appears in 16 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles.
Last updated · 90d ending 2026-08-31
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Frequently asked questions about evaluation metrics
+Is evaluation metrics in demand in 2026?
Yes. evaluation metrics appears in 16 job postings indexed by Skillenai over the 90 days ending 2026-08-31. It is most often required for Software Engineer roles (19% of Software Engineer postings list it).
+What jobs require evaluation metrics?
According to the Skillenai jobs index over the 90 days ending 2026-08-31, the job titles most likely to require evaluation metrics are Software Engineer (19% of postings list evaluation metrics), AI Scientist (12% of postings list evaluation metrics), AI Agent Software Engineer (6% of postings list evaluation metrics).
+What skills are commonly paired with evaluation metrics?
Across job postings indexed by Skillenai (90 days ending 2026-08-31), evaluation metrics most often appears alongside Python, machine learning, C++, dataset optimization, Data Mining.
+Where is evaluation metrics most in demand?
As of 2026-08-31, the metro areas posting the most jobs requiring evaluation metrics are New York City, Sunnyvale, San Francisco, Egypt, London, according to the Skillenai jobs index.
+How can I keep up with new evaluation metrics content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning evaluation metrics alongside the jobs index. You can subscribe to a daily email digest of new evaluation metrics content from your Skillenai account.
Weekly job postings requiring evaluation metrics — last 90 days
Job titles most likely to require evaluation metrics
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 3 | 18.8% |
| AI Scientist | 2 | 12.5% |
| AI Agent Software Engineer | 1 | 6.2% |
| AI Language Trainer | 1 | 6.2% |
| AI Trainer (Arabic Language Specialist) | 1 | 6.2% |
| Backend Engineer | 1 | 6.2% |
| Data Scientist | 1 | 6.2% |
| Data Scientist Engineer | 1 | 6.2% |
| Lead Software Engineer | 1 | 6.2% |
| Machine Learning Data Analyst | 1 | 6.2% |
Top metros hiring for evaluation metrics
| Name | Postings | Share |
|---|---|---|
| New York City | 3 | 18.8% |
| Sunnyvale | 3 | 18.8% |
| San Francisco | 2 | 12.5% |
| Egypt | 1 | 6.3% |
| London | 1 | 6.3% |
| Machelen | 1 | 6.3% |
| Poland | 1 | 6.3% |
| Singapore | 1 | 6.3% |
Skills commonly paired with evaluation metrics
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-31. 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
- 9c1b315522d0f239
- data_as_of
- 2026-08-31
- 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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