production deployment jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-07-07, production deployment appears in 495 job postings indexed by Skillenai over the past 90 days — most often required for AI Solutions Architect roles, with demand down 67% vs the prior 4 weeks.
Last updated · 90d ending 2026-07-07
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Frequently asked questions about production deployment
+Is production deployment in demand in 2026?
Yes. production deployment appears in 495 job postings indexed by Skillenai over the 90 days ending 2026-07-07, with demand down 67% vs the prior 4 weeks. It is most often required for AI Solutions Architect roles (20% of AI Solutions Architect postings list it).
+What jobs require production deployment?
According to the Skillenai jobs index over the 90 days ending 2026-07-07, the job titles most likely to require production deployment are AI Solutions Architect (20% of postings list production deployment), Software Engineer (13% of postings list production deployment), Data Scientist (7% of postings list production deployment).
+What skills are commonly paired with production deployment?
Across job postings indexed by Skillenai (90 days ending 2026-07-07), production deployment most often appears alongside LLMs, Python, Agentic workflows, Data engineering, machine learning.
+Where is production deployment most in demand?
As of 2026-07-07, the metro areas posting the most jobs requiring production deployment are New York City, San Francisco, London, Toronto, Paris, 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
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require production deployment
| Role | Postings mentioning | % requiring |
|---|---|---|
| AI Solutions Architect | 97 | 19.6% |
| Software Engineer | 63 | 12.7% |
| Data Scientist | 34 | 6.9% |
| Machine Learning Engineer | 20 | 4.0% |
| AI Engineer | 18 | 3.6% |
| Engineering Manager | 15 | 3.0% |
| ML Engineer | 15 | 3.0% |
| Backend Engineer | 14 | 2.8% |
| Product Manager | 9 | 1.8% |
| Solutions Architect | 7 | 1.4% |
Top metros hiring for production deployment
| Name | Postings | Share |
|---|---|---|
| New York City | 48 | 9.7% |
| San Francisco | 38 | 7.7% |
| London | 13 | 2.6% |
| Toronto | 10 | 2.0% |
| Paris | 9 | 1.8% |
| Singapore | 7 | 1.4% |
| Costa Rica | 6 | 1.2% |
| Palo Alto | 6 | 1.2% |
| Chicago | 5 | 1.0% |
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 2026-07-07. 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
- 2026-07-07
- 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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