New AI postings mentioning Production-Grade Code per week — 258 total over 12 weeks.
410 active AI roles across 113 companies mention Production-Grade Code. Category: General Experience & Skills.
Production-Grade Code is a skill in the "General Experience & Skills" category. It currently appears in 410 active AI roles across 113 companies in our index.
The top employers with active AI roles mentioning Production-Grade Code are: Amazon (42), Sierra (29), OpenAI (26), Adobe (24), JPMorgan Chase (21).
Over the last 12 weeks, 258 new AI postings mentioned Production-Grade Code. Demand is rising — up 176% in the last four weeks compared to the earliest four weeks in the window.
Roles requiring Production-Grade Code are concentrated in: agents (56%), application (19%), serving infrastructure (16%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
Job postings that mention Production-Grade Code most often also require: Machine Learning, System Design, Python, Agentic Systems, Software Engineering.
4 AI roles requiring this skill.
| Company | Title | Sector | AI score | Stage |
|---|---|---|---|---|
| Fireworks AI | Forward Deployed Product Manager | Data AI | 9 | L3 |
| Snowflake | Principal Product Manager, Enterprise Data & AI | Data AI | 8 | L4 |
| LangChain | Product Manager, LangSmith | Data AI | 8 | L5 |
| Scale AI | Staff Product Manager, Agentic Platform | Data AI | 8 | L4 |