model validation jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-07-07, model validation appears in 458 job postings indexed by Skillenai over the past 90 days — most often required for Data Scientist roles, with demand down 21% vs the prior 4 weeks.
Last updated · 90d ending 2026-07-07
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Frequently asked questions about model validation
+Is model validation in demand in 2026?
Yes. model validation appears in 458 job postings indexed by Skillenai over the 90 days ending 2026-07-07, with demand down 21% vs the prior 4 weeks. It is most often required for Data Scientist roles (24% of Data Scientist postings list it).
+What jobs require model validation?
According to the Skillenai jobs index over the 90 days ending 2026-07-07, the job titles most likely to require model validation are Data Scientist (24% of postings list model validation), Machine Learning Engineer (8% of postings list model validation), Applied Scientist (3% of postings list model validation).
+What skills are commonly paired with model validation?
Across job postings indexed by Skillenai (90 days ending 2026-07-07), model validation most often appears alongside Python, machine learning, SQL, feature engineering, model training.
+Where is model validation most in demand?
As of 2026-07-07, the metro areas posting the most jobs requiring model validation are London, New York City, Toronto, Mountain View, Bengaluru, according to the Skillenai jobs index.
+How can I keep up with new model validation content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning model validation alongside the jobs index. You can subscribe to a daily email digest of new model validation content from your Skillenai account.
Weekly job postings requiring model validation — last 90 days
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require model validation
| Role | Postings mentioning | % requiring |
|---|---|---|
| Data Scientist | 109 | 23.8% |
| Machine Learning Engineer | 36 | 7.9% |
| Applied Scientist | 12 | 2.6% |
| ML Engineer | 12 | 2.6% |
| AI Engineer | 7 | 1.5% |
| Software Engineer | 7 | 1.5% |
| Product Manager | 6 | 1.3% |
| Systems Engineer | 6 | 1.3% |
| AI/ML Engineer | 5 | 1.1% |
| Quantitative Analyst | 4 | 0.9% |
Top metros hiring for model validation
| Name | Postings | Share |
|---|---|---|
| London | 24 | 5.2% |
| New York City | 17 | 3.7% |
| Toronto | 14 | 3.1% |
| Mountain View | 13 | 2.8% |
| Bengaluru | 11 | 2.4% |
| Madrid | 10 | 2.2% |
| San Francisco | 10 | 2.2% |
| Seattle | 8 | 1.7% |
| Los Angeles | 7 | 1.5% |
Skills commonly paired with model validation
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-07-07. 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
- 2b9c9faa083ee5dc
- data_as_of
- 2026-07-07
- 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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