Production-quality code jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-27, Production-quality code appears in 119 job postings indexed by Skillenai over the past 90 days — most often required for Machine Learning Engineer roles, with demand down 55% vs the prior 4 weeks.
Last updated · 90d ending 2026-08-27
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Frequently asked questions about Production-quality code
+Is Production-quality code in demand in 2026?
Yes. Production-quality code appears in 119 job postings indexed by Skillenai over the 90 days ending 2026-08-27, with demand down 55% vs the prior 4 weeks. It is most often required for Machine Learning Engineer roles (24% of Machine Learning Engineer postings list it).
+What jobs require Production-quality code?
According to the Skillenai jobs index over the 90 days ending 2026-08-27, the job titles most likely to require Production-quality code are Machine Learning Engineer (24% of postings list Production-quality code), Software Engineer (13% of postings list Production-quality code), Data Scientist (8% of postings list Production-quality code).
+What skills are commonly paired with Production-quality code?
Across job postings indexed by Skillenai (90 days ending 2026-08-27), Production-quality code most often appears alongside Python, machine learning, data pipelines, PyTorch, JAX.
+Where is Production-quality code most in demand?
As of 2026-08-27, the metro areas posting the most jobs requiring Production-quality code are San Francisco, London, New York City, São Paulo, Denver, according to the Skillenai jobs index.
+How can I keep up with new Production-quality code content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning Production-quality code alongside the jobs index. You can subscribe to a daily email digest of new Production-quality code content from your Skillenai account.
Weekly job postings requiring Production-quality code — last 90 days
Job titles most likely to require Production-quality code
| Role | Postings mentioning | % requiring |
|---|---|---|
| Machine Learning Engineer | 28 | 23.5% |
| Software Engineer | 16 | 13.4% |
| Data Scientist | 10 | 8.4% |
| Forward Deployed Engineer | 6 | 5.0% |
| ML Engineer | 6 | 5.0% |
| Security Engineer | 4 | 3.4% |
| Data Scientist / Deployment Engineer | 3 | 2.5% |
| Applied AI Engineer | 2 | 1.7% |
| Deployment Engineer | 2 | 1.7% |
| Embedded Software Engineer | 2 | 1.7% |
Top metros hiring for Production-quality code
| Name | Postings | Share |
|---|---|---|
| San Francisco | 15 | 12.6% |
| London | 11 | 9.2% |
| New York City | 11 | 9.2% |
| São Paulo | 7 | 5.9% |
| Denver | 4 | 3.4% |
| El Segundo | 4 | 3.4% |
| Seoul | 3 | 2.5% |
| Austin | 2 | 1.7% |
| Bengaluru | 2 | 1.7% |
Skills commonly paired with Production-quality code
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-27. 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
- 63078c195fc66350
- data_as_of
- 2026-08-27
- 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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