production monitoring jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-26, production monitoring appears in 31 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles.
Last updated · 90d ending 2026-08-26
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Frequently asked questions about production monitoring
+Is production monitoring in demand in 2026?
Yes. production monitoring appears in 31 job postings indexed by Skillenai over the 90 days ending 2026-08-26. It is most often required for Software Engineer roles (26% of Software Engineer postings list it).
+What jobs require production monitoring?
According to the Skillenai jobs index over the 90 days ending 2026-08-26, the job titles most likely to require production monitoring are Software Engineer (26% of postings list production monitoring), AI/ML Architect (16% of postings list production monitoring), AI/ML Engineering Manager (16% of postings list production monitoring).
+What skills are commonly paired with production monitoring?
Across job postings indexed by Skillenai (90 days ending 2026-08-26), production monitoring most often appears alongside machine learning, data pipelines, Python, MLOps, LoRA.
+Where is production monitoring most in demand?
As of 2026-08-26, the metro areas posting the most jobs requiring production monitoring are San Francisco, Brazil, La Argentina, Little Canada, Mexico City, according to the Skillenai jobs index.
+How can I keep up with new production monitoring content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning production monitoring alongside the jobs index. You can subscribe to a daily email digest of new production monitoring content from your Skillenai account.
Weekly job postings requiring production monitoring — last 90 days
Job titles most likely to require production monitoring
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 8 | 25.8% |
| AI/ML Architect | 5 | 16.1% |
| AI/ML Engineering Manager | 5 | 16.1% |
| Machine Learning Engineer | 3 | 9.7% |
| AI Architect | 1 | 3.2% |
| AI Safety Engineer | 1 | 3.2% |
| Applied AI Software Engineer | 1 | 3.2% |
| Applied ML Engineer | 1 | 3.2% |
| Data Scientist | 1 | 3.2% |
| Director of Engineering, AI | 1 | 3.2% |
Top metros hiring for production monitoring
| Name | Postings | Share |
|---|---|---|
| San Francisco | 7 | 22.6% |
| Brazil | 2 | 6.5% |
| La Argentina | 2 | 6.5% |
| Little Canada | 2 | 6.5% |
| Mexico City | 2 | 6.5% |
| Mountain View | 2 | 6.5% |
| Toronto | 2 | 6.5% |
| Berlin | 1 | 3.2% |
| Frisco | 1 | 3.2% |
Skills commonly paired with production monitoring
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-26. 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
- 598402a5af1d44c7
- data_as_of
- 2026-08-26
- 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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