New AI postings mentioning Complex Systems per week — 132 total over 11 weeks.
197 active AI roles across 68 companies mention Complex Systems. Category: General Experience & Skills.
Complex Systems is a skill in the "General Experience & Skills" category. It currently appears in 197 active AI roles across 68 companies in our index.
The top employers with active AI roles mentioning Complex Systems are: Amazon (28), OpenAI (17), Google (11), Autodesk (11), NVIDIA (10).
Over the last 11 weeks, 132 new AI postings mentioned Complex Systems. Demand is rising — up 97% in the last four weeks compared to the earliest four weeks in the window.
Roles requiring Complex Systems are concentrated in: agents (54%), serving infrastructure (19%), application (14%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
Job postings that mention Complex Systems most often also require: Python, System Design, Machine Learning, Agentic Systems, Software Engineering.
13 AI roles requiring this skill.
| Company | Title | Sector | AI score | Stage |
|---|---|---|---|---|
| Cohere | Product Manager, Agent Harness & Modelling | AI Frontier | 9 | L4 |
| Shield AI | Product Manager, AI Platforms (R4991) | Defense | 9 | L2 |
| NVIDIA | Senior Product Engineer, Agentic AI | Semiconductors | 8 | L4 |
| Sierra | Product Manager, Agent Studio | AI Frontier | 8 | L4 |
| Amazon | Principal Product Manager - Tech, Sponsored Products and Brands | Big Tech | 7 | L4 |
| Autodesk | Senior Product Manager, AEC Agentic AI & Personalization | Enterprise | 7 | L4 |
| Microsoft | Principal Lead Technical Program Manager - Windows Agentic Platform Security | Big Tech | 7 | L4 |
| Mistral AI | AI Deployment Strategist, AI4Engineering - EMEA | AI Frontier | 7 | L4 |
| Amazon | Senior Product Manager, GFS PPT | Big Tech | 7 | L4 |
| Amazon | Technical Program Manager III, AWS Prototyping and AI Customer Engineering (PACE) | Big Tech | 7 | L4 |
| Microsoft | Principal Product Manager- AI Integrity | Big Tech | 7 | L6 |
| JPMorgan Chase | Senior AI Product Manager | Banking | 7 | L4 |
| Amazon | Sr. TPM, GenAI, Catalog Systems | Big Tech | 7 | L6 |