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.
171 AI roles requiring this skill.