model inference jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-06-11, model inference appears in 221 job postings indexed by Skillenai over the past 90 days — most often required for Machine Learning Engineer roles, with demand down 57% vs the prior 4 weeks.
Last updated · 90d ending 2026-06-11
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Frequently asked questions about model inference
+Is model inference in demand in 2026?
Yes. model inference appears in 221 job postings indexed by Skillenai over the 90 days ending 2026-06-11, with demand down 57% vs the prior 4 weeks. It is most often required for Machine Learning Engineer roles (17% of Machine Learning Engineer postings list it).
+What jobs require model inference?
According to the Skillenai jobs index over the 90 days ending 2026-06-11, the job titles most likely to require model inference are Machine Learning Engineer (17% of postings list model inference), Software Engineer (15% of postings list model inference), ML Engineer (7% of postings list model inference).
+What skills are commonly paired with model inference?
Across job postings indexed by Skillenai (90 days ending 2026-06-11), model inference most often appears alongside machine learning, Python, model training, PyTorch, data pipelines.
+Where is model inference most in demand?
As of 2026-06-11, the metro areas posting the most jobs requiring model inference are San Francisco, London, New York City, Palo Alto, Bangkok, according to the Skillenai jobs index.
+How can I keep up with new model inference content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning model inference alongside the jobs index. You can subscribe to a daily email digest of new model inference content from your Skillenai account.
Weekly job postings requiring model inference — last 90 days
Job titles most likely to require model inference
| Role | Postings mentioning | % requiring |
|---|---|---|
| Machine Learning Engineer | 37 | 16.7% |
| Software Engineer | 34 | 15.4% |
| ML Engineer | 15 | 6.8% |
| Cloud Architect | 10 | 4.5% |
| Staff Software Engineer | 6 | 2.7% |
| AI Infrastructure Engineer | 5 | 2.3% |
| Engineering Manager | 4 | 1.8% |
| AI Research Engineer | 3 | 1.4% |
| Principal Software Engineer | 3 | 1.4% |
| Research Engineer | 3 | 1.4% |
Top metros hiring for model inference
| Name | Postings | Share |
|---|---|---|
| San Francisco | 32 | 14.5% |
| London | 12 | 5.4% |
| New York City | 10 | 4.5% |
| Palo Alto | 8 | 3.6% |
| Bangkok | 7 | 3.2% |
| Bengaluru | 7 | 3.2% |
| Mountain View | 7 | 3.2% |
| Seattle | 6 | 2.7% |
| Dublin | 5 | 2.3% |
Skills commonly paired with model inference
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-06-11. 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
- 14d248e120bed9c6
- data_as_of
- 2026-06-11
- 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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