production monitoring jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-17, production monitoring appears in 216 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles, with demand down 17% vs the prior 4 weeks.
Last updated · 90d ending 2026-05-17
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Frequently asked questions about production monitoring
+Is production monitoring in demand in 2026?
Yes. production monitoring appears in 216 job postings indexed by Skillenai over the 90 days ending 2026-05-17, with demand down 17% vs the prior 4 weeks. It is most often required for Software Engineer roles (23% of Software Engineer postings list it).
+What jobs require production monitoring?
According to the Skillenai jobs index over the 90 days ending 2026-05-17, the job titles most likely to require production monitoring are Software Engineer (23% of postings list production monitoring), Machine Learning Engineer (5% of postings list production monitoring), Backend Engineer (4% of postings list production monitoring).
+What skills are commonly paired with production monitoring?
Across job postings indexed by Skillenai (90 days ending 2026-05-17), production monitoring most often appears alongside Python, machine learning, AWS, TypeScript, Distributed systems.
+Where is production monitoring most in demand?
As of 2026-05-17, the metro areas posting the most jobs requiring production monitoring are New York City, Mountain View, San Francisco, Bengaluru, Warsaw, 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 | 50 | 23.1% |
| Machine Learning Engineer | 10 | 4.6% |
| Backend Engineer | 8 | 3.7% |
| Data Scientist | 6 | 2.8% |
| Staff Software Engineer | 6 | 2.8% |
| AI/ML Engineering Manager | 5 | 2.3% |
| Product Engineer | 5 | 2.3% |
| Applied Research Scientist | 4 | 1.9% |
| Principal AI/ML Architect | 4 | 1.9% |
| Production Engineer | 4 | 1.9% |
Top metros hiring for production monitoring
| Name | Postings | Share |
|---|---|---|
| New York City | 17 | 22.7% |
| Mountain View | 13 | 17.3% |
| San Francisco | 13 | 17.3% |
| Bengaluru | 9 | 12.0% |
| Warsaw | 6 | 8.0% |
| Los Angeles | 5 | 6.7% |
| Tel Aviv | 5 | 6.7% |
| Montpellier | 4 | 5.3% |
| Austin | 3 | 4.0% |
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 2026-05-17. 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
- 598402a5af1d44c7
- 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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