ML infrastructure jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-25, ML infrastructure appears in 17 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles.
Last updated · 90d ending 2026-08-25
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Frequently asked questions about ML infrastructure
+Is ML infrastructure in demand in 2026?
Yes. ML infrastructure appears in 17 job postings indexed by Skillenai over the 90 days ending 2026-08-25. It is most often required for Software Engineer roles (29% of Software Engineer postings list it).
+What jobs require ML infrastructure?
According to the Skillenai jobs index over the 90 days ending 2026-08-25, the job titles most likely to require ML infrastructure are Software Engineer (29% of postings list ML infrastructure), Engineering Manager (12% of postings list ML infrastructure), ML Engineer (12% of postings list ML infrastructure).
+What skills are commonly paired with ML infrastructure?
Across job postings indexed by Skillenai (90 days ending 2026-08-25), ML infrastructure most often appears alongside Python, Distributed Systems, observability, Kubernetes, CI/CD.
+Where is ML infrastructure most in demand?
As of 2026-08-25, the metro areas posting the most jobs requiring ML infrastructure are London, San Francisco, Palo Alto, Las Vegas, Mountain View, according to the Skillenai jobs index.
+How can I keep up with new ML infrastructure content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning ML infrastructure alongside the jobs index. You can subscribe to a daily email digest of new ML infrastructure content from your Skillenai account.
Weekly job postings requiring ML infrastructure — last 90 days
Job titles most likely to require ML infrastructure
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 5 | 29.4% |
| Engineering Manager | 2 | 11.8% |
| ML Engineer | 2 | 11.8% |
| Product Manager | 2 | 11.8% |
| AI Architect | 1 | 5.9% |
| Applied AI Engineer | 1 | 5.9% |
| Data Science Manager | 1 | 5.9% |
| People Data AI Platform Manager | 1 | 5.9% |
| Research Scientist | 1 | 5.9% |
| Technical Program Manager | 1 | 5.9% |
Top metros hiring for ML infrastructure
| Name | Postings | Share |
|---|---|---|
| London | 3 | 17.6% |
| San Francisco | 3 | 17.6% |
| Palo Alto | 2 | 11.8% |
| Las Vegas | 1 | 5.9% |
| Mountain View | 1 | 5.9% |
| New York City | 1 | 5.9% |
| Paris | 1 | 5.9% |
| Seoul | 1 | 5.9% |
Skills commonly paired with ML infrastructure
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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
- 5a7e889723902f9b
- 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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