production deployment jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-28, production deployment appears in 49 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles, with demand up 20% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-28
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Frequently asked questions about production deployment
+Is production deployment in demand in 2026?
Yes. production deployment appears in 49 job postings indexed by Skillenai over the 90 days ending 2026-08-28, with demand up 20% vs the prior 4 weeks. It is most often required for Software Engineer roles (18% of Software Engineer postings list it).
+What jobs require production deployment?
According to the Skillenai jobs index over the 90 days ending 2026-08-28, the job titles most likely to require production deployment are Software Engineer (18% of postings list production deployment), Engineering Manager (12% of postings list production deployment), Machine Learning Engineer (8% of postings list production deployment).
+What skills are commonly paired with production deployment?
Across job postings indexed by Skillenai (90 days ending 2026-08-28), production deployment most often appears alongside Python, machine learning, Distributed Systems, reference architectures, experimentation.
+Where is production deployment most in demand?
As of 2026-08-28, the metro areas posting the most jobs requiring production deployment are New York City, San Francisco, Bellevue, London, Austin, according to the Skillenai jobs index.
+How can I keep up with new production deployment content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning production deployment alongside the jobs index. You can subscribe to a daily email digest of new production deployment content from your Skillenai account.
Weekly job postings requiring production deployment — last 90 days
Job titles most likely to require production deployment
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 9 | 18.4% |
| Engineering Manager | 6 | 12.2% |
| Machine Learning Engineer | 4 | 8.2% |
| AI Deployment Engineer | 3 | 6.1% |
| AI Deployment Engineering Manager | 2 | 4.1% |
| Data Scientist | 2 | 4.1% |
| Systems Engineer | 2 | 4.1% |
| AI Inference Engineer | 1 | 2.0% |
| AI/ML Engineer | 1 | 2.0% |
| Applied AI Engineer | 1 | 2.0% |
Top metros hiring for production deployment
| Name | Postings | Share |
|---|---|---|
| New York City | 7 | 14.3% |
| San Francisco | 6 | 12.2% |
| Bellevue | 3 | 6.1% |
| London | 3 | 6.1% |
| Austin | 2 | 4.1% |
| Fort Meade | 2 | 4.1% |
| Mount Vernon | 2 | 4.1% |
| Bengaluru | 1 | 2.0% |
| Bochum | 1 | 2.0% |
Skills commonly paired with production deployment
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-28. 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
- 472bfa577e280129
- data_as_of
- 2026-08-28
- 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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