Production machine learning jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-26, Production machine learning appears in 8 job postings indexed by Skillenai over the past 90 days — most often required for Machine Learning Engineer roles.
Last updated · 90d ending 2026-08-26
Which roles want Production machine learning?
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Frequently asked questions about Production machine learning
+Is Production machine learning in demand in 2026?
Yes. Production machine learning appears in 8 job postings indexed by Skillenai over the 90 days ending 2026-08-26. It is most often required for Machine Learning Engineer roles (62% of Machine Learning Engineer postings list it).
+What jobs require Production machine learning?
According to the Skillenai jobs index over the 90 days ending 2026-08-26, the job titles most likely to require Production machine learning are Machine Learning Engineer (62% of postings list Production machine learning), Applied Machine Learning Scientist (25% of postings list Production machine learning), Data Scientist (12% of postings list Production machine learning).
+What skills are commonly paired with Production machine learning?
Across job postings indexed by Skillenai (90 days ending 2026-08-26), Production machine learning most often appears alongside machine learning, state-of-the-art methods, production code, optimization, data pipelines.
+Where is Production machine learning most in demand?
As of 2026-08-26, the metro areas posting the most jobs requiring Production machine learning are London, Palo Alto, Seattle, according to the Skillenai jobs index.
+How can I keep up with new Production machine learning content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning Production machine learning alongside the jobs index. You can subscribe to a daily email digest of new Production machine learning content from your Skillenai account.
Weekly job postings requiring Production machine learning — last 90 days
Job titles most likely to require Production machine learning
| Role | Postings mentioning | % requiring |
|---|---|---|
| Machine Learning Engineer | 5 | 62.5% |
| Applied Machine Learning Scientist | 2 | 25.0% |
| Data Scientist | 1 | 12.5% |
Top metros hiring for Production machine learning
| Name | Postings | Share |
|---|---|---|
| London | 2 | 25.0% |
| Palo Alto | 1 | 12.5% |
| Seattle | 1 | 12.5% |
Skills commonly paired with Production machine learning
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-26. 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
- 98ee74a97e4a23c6
- data_as_of
- 2026-08-26
- 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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