production code jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-26, production code appears in 35 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
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Frequently asked questions about production code
+Is production code in demand in 2026?
Yes. production code appears in 35 job postings indexed by Skillenai over the 90 days ending 2026-08-26. It is most often required for Machine Learning Engineer roles (14% of Machine Learning Engineer postings list it).
+What jobs require production code?
According to the Skillenai jobs index over the 90 days ending 2026-08-26, the job titles most likely to require production code are Machine Learning Engineer (14% of postings list production code), Applied Machine Learning Scientist (11% of postings list production code), Data Scientist (9% of postings list production code).
+What skills are commonly paired with production code?
Across job postings indexed by Skillenai (90 days ending 2026-08-26), production code most often appears alongside machine learning, PostgreSQL, AWS, monitoring, data acquisition.
+Where is production code most in demand?
As of 2026-08-26, the metro areas posting the most jobs requiring production code are London, New York City, San Francisco, San Mateo, Amsterdam, according to the Skillenai jobs index.
+How can I keep up with new production code content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning production code alongside the jobs index. You can subscribe to a daily email digest of new production code content from your Skillenai account.
Weekly job postings requiring production code — last 90 days
Job titles most likely to require production code
| Role | Postings mentioning | % requiring |
|---|---|---|
| Machine Learning Engineer | 5 | 14.3% |
| Applied Machine Learning Scientist | 4 | 11.4% |
| Data Scientist | 3 | 8.6% |
| Software Engineer | 3 | 8.6% |
| Applied ML Scientist | 2 | 5.7% |
| Engineering Manager | 2 | 5.7% |
| Security Engineer | 2 | 5.7% |
| Applied AI Engineer | 1 | 2.9% |
| Applied AI Engineering Manager | 1 | 2.9% |
| Applied Scientist | 1 | 2.9% |
Top metros hiring for production code
| Name | Postings | Share |
|---|---|---|
| London | 5 | 14.3% |
| New York City | 4 | 11.4% |
| San Francisco | 3 | 8.6% |
| San Mateo | 2 | 5.7% |
| Amsterdam | 1 | 2.9% |
| Mount Vernon | 1 | 2.9% |
| Paris | 1 | 2.9% |
| Prague | 1 | 2.9% |
Skills commonly paired with production code
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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
- 7da8e4567e64987b
- 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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