model monitoring jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-02, model monitoring appears in 693 job postings indexed by Skillenai over the past 90 days.
Last updated · 90d ending 2026-05-02
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Frequently asked questions about model monitoring
+Is model monitoring in demand in 2026?
Yes. model monitoring appears in 693 job postings indexed by Skillenai over the 90 days ending 2026-05-02, with demand down 15% vs the prior 4 weeks.
+What skills are commonly paired with model monitoring?
Across job postings indexed by Skillenai (90 days ending 2026-05-02), model monitoring most often appears alongside Python, machine learning, model deployment, MLOps, PyTorch.
+Where is model monitoring most in demand?
As of 2026-05-02, the metro areas posting the most jobs requiring model monitoring are San Francisco, New York City, London, Bengaluru, Austin, 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
Top metros hiring for model monitoring
| Name | Postings | Share |
|---|---|---|
| San Francisco | 47 | 24.9% |
| New York City | 39 | 20.6% |
| London | 35 | 18.5% |
| Bengaluru | 22 | 11.6% |
| Austin | 10 | 5.3% |
| Mountain View | 10 | 5.3% |
| Palo Alto | 9 | 4.8% |
| Paris | 9 | 4.8% |
| Singapore | 8 | 4.2% |
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 2026-05-02. 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
- 2026-05-02
- 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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