model monitoring jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-17, model monitoring appears in 796 job postings indexed by Skillenai over the past 90 days — most often required for Machine Learning Engineer roles, with demand down 46% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
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Frequently asked questions about model monitoring
+Is model monitoring in demand in 2026?
Yes. model monitoring appears in 796 job postings indexed by Skillenai over the 90 days ending 2026-05-17, with demand down 46% vs the prior 4 weeks. It is most often required for Machine Learning Engineer roles (19% of Machine Learning Engineer postings list it).
+What jobs require model monitoring?
According to the Skillenai jobs index over the 90 days ending 2026-05-17, the job titles most likely to require model monitoring are Machine Learning Engineer (19% of postings list model monitoring), Data Scientist (15% of postings list model monitoring), ML Engineer (6% of postings list model monitoring).
+What skills are commonly paired with model monitoring?
Across job postings indexed by Skillenai (90 days ending 2026-05-17), model monitoring most often appears alongside Python, machine learning, model deployment, SQL, MLOps.
+Where is model monitoring most in demand?
As of 2026-05-17, the metro areas posting the most jobs requiring model monitoring are New York City, San Francisco, London, Bengaluru, Mountain View, 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 | 153 | 19.2% |
| Data Scientist | 120 | 15.1% |
| ML Engineer | 44 | 5.5% |
| Software Engineer | 33 | 4.1% |
| AI Engineer | 27 | 3.4% |
| MLOps Engineer | 25 | 3.1% |
| AI/ML Engineer | 19 | 2.4% |
| Engineering Manager | 14 | 1.8% |
| Lead Machine Learning Engineer | 11 | 1.4% |
| Senior Data Scientist | 10 | 1.3% |
Top metros hiring for model monitoring
| Name | Postings | Share |
|---|---|---|
| New York City | 51 | 24.3% |
| San Francisco | 49 | 23.3% |
| London | 39 | 18.6% |
| Bengaluru | 23 | 11.0% |
| Mountain View | 10 | 4.8% |
| Palo Alto | 10 | 4.8% |
| Singapore | 10 | 4.8% |
| Austin | 9 | 4.3% |
| Paris | 9 | 4.3% |
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 2026-05-17. 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
- 2026-05-17
- 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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