model evaluation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-07-04, model evaluation appears in 1,611 job postings indexed by Skillenai over the past 90 days — most often required for Machine Learning Engineer roles, with demand down 14% vs the prior 4 weeks.
Last updated · 90d ending 2026-07-04
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Frequently asked questions about model evaluation
+Is model evaluation in demand in 2026?
Yes. model evaluation appears in 1,611 job postings indexed by Skillenai over the 90 days ending 2026-07-04, with demand down 14% vs the prior 4 weeks. It is most often required for Machine Learning Engineer roles (17% of Machine Learning Engineer postings list it).
+What jobs require model evaluation?
According to the Skillenai jobs index over the 90 days ending 2026-07-04, the job titles most likely to require model evaluation are Machine Learning Engineer (17% of postings list model evaluation), Data Scientist (8% of postings list model evaluation), Software Engineer (7% of postings list model evaluation).
+What skills are commonly paired with model evaluation?
Across job postings indexed by Skillenai (90 days ending 2026-07-04), model evaluation most often appears alongside Python, machine learning, PyTorch, model training, TensorFlow.
+Where is model evaluation most in demand?
As of 2026-07-04, the metro areas posting the most jobs requiring model evaluation are San Francisco, New York City, London, Mountain View, Seattle, according to the Skillenai jobs index.
+How can I keep up with new model evaluation content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning model evaluation alongside the jobs index. You can subscribe to a daily email digest of new model evaluation content from your Skillenai account.
Weekly job postings requiring model evaluation — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require model evaluation
| Role | Postings mentioning | % requiring |
|---|---|---|
| Machine Learning Engineer | 268 | 16.6% |
| Data Scientist | 136 | 8.4% |
| Software Engineer | 118 | 7.3% |
| ML Engineer | 108 | 6.7% |
| AI Engineer | 106 | 6.6% |
| Product Manager | 63 | 3.9% |
| Research Engineer | 43 | 2.7% |
| Applied AI Engineer | 28 | 1.7% |
| Applied Scientist | 26 | 1.6% |
| Engineering Manager | 23 | 1.4% |
Top metros hiring for model evaluation
| Name | Postings | Share |
|---|---|---|
| San Francisco | 126 | 7.8% |
| New York City | 102 | 6.3% |
| London | 66 | 4.1% |
| Mountain View | 45 | 2.8% |
| Seattle | 37 | 2.3% |
| Bengaluru | 23 | 1.4% |
| San Jose | 23 | 1.4% |
| Toronto | 21 | 1.3% |
| Palo Alto | 20 | 1.2% |
Skills commonly paired with model evaluation
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-07-04. 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
- 46a0ad6dd7189597
- data_as_of
- 2026-07-04
- 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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