Staff GenAI Engineer - AMS Design and Optimization
Core
Embed AI and automation into circuit design, layout, verification, and optimization workflows to reduce manual effort and accelerate time-to-tapeout for memory products.
Role type
Staff GenAI Engineer (Physical Design & CAD)
Builds
AI-enabled design flows for floorplanning, placement, routing, and simulation
Domain
Semiconductor memory design and physical design automation
Deliverable
production ML models
Required skills
Python, circuit design, layout, verification, CAD flows, data analysis, machine learning, automation
Preferred skills
Memory circuit design, full-chip integration, silicon data analysis, cross-functional collaboration
Technologies
Python, CAD tools, simulation environments
Responsibilities
Embed AI into design and verification workflows; Apply data-driven methods to modeling and tape-out iteration; Enable AI-assisted optimization of floorplanning, placement, routing, and simulation; Leverage historical design and silicon data for predictive insights; Collaborate across design, CAD, and manufacturing teams to scale AI methods
Seniority
Staff, hands-on IC
