production systems jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-25, production systems appears in 43 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles, with demand up 23% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-25
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Frequently asked questions about production systems
+Is production systems in demand in 2026?
Yes. production systems appears in 43 job postings indexed by Skillenai over the 90 days ending 2026-08-25, with demand up 23% vs the prior 4 weeks. It is most often required for Software Engineer roles (40% of Software Engineer postings list it).
+What jobs require production systems?
According to the Skillenai jobs index over the 90 days ending 2026-08-25, the job titles most likely to require production systems are Software Engineer (40% of postings list production systems), Engineering Manager (16% of postings list production systems), ML Engineer (5% of postings list production systems).
+What skills are commonly paired with production systems?
Across job postings indexed by Skillenai (90 days ending 2026-08-25), production systems most often appears alongside Python, software engineering, Distributed Systems, observability, typescript.
+Where is production systems most in demand?
As of 2026-08-25, the metro areas posting the most jobs requiring production systems are San Francisco, New York City, Bengaluru, Chicago, London, according to the Skillenai jobs index.
+How can I keep up with new production systems content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning production systems alongside the jobs index. You can subscribe to a daily email digest of new production systems content from your Skillenai account.
Weekly job postings requiring production systems — last 90 days
Job titles most likely to require production systems
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 17 | 39.5% |
| Engineering Manager | 7 | 16.3% |
| ML Engineer | 2 | 4.7% |
| Quantitative Researcher | 2 | 4.7% |
| AI Deployment Engineer | 1 | 2.3% |
| AI Engineer | 1 | 2.3% |
| Applications Engineer | 1 | 2.3% |
| Deployment Engineer | 1 | 2.3% |
| Forward Deployed Engineer | 1 | 2.3% |
| Fullstack Engineer | 1 | 2.3% |
Top metros hiring for production systems
| Name | Postings | Share |
|---|---|---|
| San Francisco | 15 | 34.9% |
| New York City | 3 | 7.0% |
| Bengaluru | 2 | 4.7% |
| Chicago | 2 | 4.7% |
| London | 2 | 4.7% |
| Palo Alto | 2 | 4.7% |
| Seattle | 2 | 4.7% |
| Austin | 1 | 2.3% |
| Boston | 1 | 2.3% |
Skills commonly paired with production systems
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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
- 578f43b5876c47e9
- 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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