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.
14 AI roles requiring this skill.
| Company | Title | Sector | AI score | Stage |
|---|---|---|---|---|
| Chegg | Senior Software Engineer - Agentic AI Applications | Consumer | 8 | L4 |
| DoorDash | Senior Staff Machine Learning Engineer | Consumer | 8 | L6 |
| Snap | Staff Machine Learning Engineer, Search Ranking | Consumer | 8 | L6 |
| Lime | Senior MLOps & Data Systems Engineer | Consumer | 8 | L3 |
| Staff Machine Learning Engineer, Ads Content Understanding | Consumer | 8 | L2 | |
| Whoop | Staff Software Engineer, Machine Learning (Health) | Consumer | 7 | L3 |
| Staff Software Engineer, Growth AI | Consumer | 7 | L6 | |
| Instacart | Forward Deployed Engineer | Consumer | 7 | L4 |
| Snap | Staff Software Engineer, Platform Engineering | Consumer | 7 | L4 |
| Lime | Senior MLOps & Data Systems Engineer | Consumer | 7 | L3 |
| Zillow | Senior Machine Learning Engineer | Consumer | 7 | L4 |
| Lyft | Data Science Manager, Machine Learning - Lyft Ads | Consumer | 7 | L6 |
| Lyft | Data Science Manager, Machine Learning - Lyft Ads | Consumer | 7 | L6 |
| Uber | Machine Learning Engineer II | Consumer | 7 | L6 |