Model monitoring jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-25, Model monitoring appears in 87 job postings indexed by Skillenai over the past 90 days — most often required for Machine Learning Engineer roles, with demand up 138% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-25
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Frequently asked questions about Model monitoring
+Is Model monitoring in demand in 2026?
Yes. Model monitoring appears in 87 job postings indexed by Skillenai over the 90 days ending 2026-08-25, with demand up 138% vs the prior 4 weeks. It is most often required for Machine Learning Engineer roles (23% of Machine Learning Engineer postings list it).
+What jobs require Model monitoring?
According to the Skillenai jobs index over the 90 days ending 2026-08-25, the job titles most likely to require Model monitoring are Machine Learning Engineer (23% of postings list Model monitoring), Data Scientist (12% of postings list Model monitoring), AI Engineer (9% of postings list Model monitoring).
+What skills are commonly paired with Model monitoring?
Across job postings indexed by Skillenai (90 days ending 2026-08-25), Model monitoring most often appears alongside machine learning, Python, MLOps, SQL, model deployment.
+Where is Model monitoring most in demand?
As of 2026-08-25, the metro areas posting the most jobs requiring Model monitoring are London, San Francisco, New York City, Bengaluru, Mount Vernon, according to the Skillenai jobs index.
+How can I keep up with new Model monitoring content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning Model monitoring alongside the jobs index. You can subscribe to a daily email digest of new Model monitoring content from your Skillenai account.
Weekly job postings requiring Model monitoring — last 90 days
Job titles most likely to require Model monitoring
| Role | Postings mentioning | % requiring |
|---|---|---|
| Machine Learning Engineer | 20 | 23.0% |
| Data Scientist | 10 | 11.5% |
| AI Engineer | 8 | 9.2% |
| Engineering Manager | 5 | 5.7% |
| Machine Learning Scientist | 4 | 4.6% |
| Product Manager | 4 | 4.6% |
| AI/ML Engineer | 3 | 3.4% |
| Data Science Manager | 3 | 3.4% |
| NLP Scientist | 3 | 3.4% |
| Solutions Architect | 3 | 3.4% |
Top metros hiring for Model monitoring
| Name | Postings | Share |
|---|---|---|
| London | 8 | 9.2% |
| San Francisco | 7 | 8.0% |
| New York City | 4 | 4.6% |
| Bengaluru | 2 | 2.3% |
| Mount Vernon | 2 | 2.3% |
| Mountain View | 2 | 2.3% |
| Palo Alto | 2 | 2.3% |
| Seattle | 2 | 2.3% |
| Singapore | 2 | 2.3% |
Skills commonly paired with Model monitoring
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-25. 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
- 10f4a325e0b999a1
- data_as_of
- 2026-08-25
- 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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