evaluation frameworks jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-03, evaluation frameworks appears in 1,603 job postings indexed by Skillenai over the past 90 days — most often required for Technical Product Lead roles, with demand up 141% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-03
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Frequently asked questions about evaluation frameworks
+Is evaluation frameworks in demand in 2026?
Yes. evaluation frameworks appears in 1,603 job postings indexed by Skillenai over the 90 days ending 2026-09-03, with demand up 141% vs the prior 4 weeks. It is most often required for Technical Product Lead roles (17% of Technical Product Lead postings list it).
+What jobs require evaluation frameworks?
According to the Skillenai jobs index over the 90 days ending 2026-09-03, the job titles most likely to require evaluation frameworks are Technical Product Lead (17% of postings list evaluation frameworks), Technical Product Manager (14% of postings list evaluation frameworks), Software Engineer (10% of postings list evaluation frameworks).
+What skills are commonly paired with evaluation frameworks?
Across job postings indexed by Skillenai (90 days ending 2026-09-03), evaluation frameworks most often appears alongside machine learning, LLMs, Distributed systems, APIs, Python.
+Where is evaluation frameworks most in demand?
As of 2026-09-03, the metro areas posting the most jobs requiring evaluation frameworks are New York City, San Francisco, Singapore, London, Mountain View, according to the Skillenai jobs index.
+How can I keep up with new evaluation frameworks content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning evaluation frameworks alongside the jobs index. You can subscribe to a daily email digest of new evaluation frameworks content from your Skillenai account.
Weekly job postings requiring evaluation frameworks — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require evaluation frameworks
| Role | Postings mentioning | % requiring |
|---|---|---|
| Technical Product Lead | 274 | 17.1% |
| Technical Product Manager | 223 | 13.9% |
| Software Engineer | 155 | 9.7% |
| AI Engineer | 109 | 6.8% |
| Product Manager | 90 | 5.6% |
| Machine Learning Engineer | 57 | 3.6% |
| Data Scientist | 42 | 2.6% |
| Applied AI Engineer | 39 | 2.4% |
| Applied AI Architect | 34 | 2.1% |
| ML Engineer | 29 | 1.8% |
Top metros hiring for evaluation frameworks
| Name | Postings | Share |
|---|---|---|
| New York City | 127 | 7.9% |
| San Francisco | 109 | 6.8% |
| Singapore | 38 | 2.4% |
| London | 34 | 2.1% |
| Mountain View | 29 | 1.8% |
| Sydney | 29 | 1.8% |
| Seoul | 26 | 1.6% |
| San Jose | 24 | 1.5% |
| Seattle | 24 | 1.5% |
Skills commonly paired with evaluation frameworks
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-03. 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
- 729739e49d3dc46d
- data_as_of
- 2026-09-03
- 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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