model deployment jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-05-02, model deployment appears in 1,178 job postings indexed by Skillenai over the past 90 days.
Last updated · 90d ending 2026-05-02
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Frequently asked questions about model deployment
+Is model deployment in demand in 2026?
Yes. model deployment appears in 1,178 job postings indexed by Skillenai over the 90 days ending 2026-05-02, with demand down 29% vs the prior 4 weeks.
+What skills are commonly paired with model deployment?
Across job postings indexed by Skillenai (90 days ending 2026-05-02), model deployment most often appears alongside machine learning, Python, PyTorch, model training, model monitoring.
+Where is model deployment most in demand?
As of 2026-05-02, the metro areas posting the most jobs requiring model deployment are San Francisco, London, New York City, Seattle, Bengaluru, according to the Skillenai jobs index.
+How can I keep up with new model deployment content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning model deployment alongside the jobs index. You can subscribe to a daily email digest of new model deployment content from your Skillenai account.
Weekly job postings requiring model deployment — last 90 days
Top metros hiring for model deployment
| Name | Postings | Share |
|---|---|---|
| San Francisco | 98 | 26.5% |
| London | 67 | 18.1% |
| New York City | 66 | 17.8% |
| Seattle | 29 | 7.8% |
| Bengaluru | 27 | 7.3% |
| Mountain View | 24 | 6.5% |
| Paris | 24 | 6.5% |
| Austin | 19 | 5.1% |
| Palo Alto | 16 | 4.3% |
Skills commonly paired with model deployment
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-05-02. 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
- 59c33744dec18866
- data_as_of
- 2026-05-02
- 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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