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 automation tools and predictive insights for memory silicon design
Domain
Semiconductor / Memory / Physical Design / Machine Learning
Deliverable
production ML models | product features
Required skills
Circuit design, layout, and verification; Python development; Data analysis and machine learning; Automation of engineering workflows
Preferred skills
Memory circuit design and full-chip integration; AI/ML applied to physical design or simulation; Cross-functional collaboration across design, process integration, and product engineering
Technologies
Python
Responsibilities
Embed AI and automation into circuit design, layout, and verification workflows; Apply data-driven methods to modeling, validation, and tape-out iteration reduction; Enable AI-assisted optimization of floorplanning, placement, routing, and simulation; Leverage historical design and silicon data to drive predictive insights; Collaborate across design, CAD, and manufacturing teams to scale AI-enabled methods
Seniority
Staff, hands-on IC with strategic impact