Principal Modeling Engineer
Core
Lead performance modeling efforts for next-generation Arm IP to define accelerator performance and guide ML hardware architecture direction.
Role type
Principal Modeling Engineer (Hardware IP)
Builds
Performance models and architectural experiments for Arm accelerators
Domain
Semiconductor / Machine Learning Hardware Architecture
Deliverable
production ML models
Required skills
Computer architecture fundamentals, Functional and performance modeling, Modern C++ and Python, Hardware microarchitecture exploration, Linux development
Preferred skills
Machine Learning IP development, Cache-coherent memory system architecture
Responsibilities
Define performance for new features in accelerators, Work with hardware architects on workload characterization, Propose and characterize changes to products, Mentor junior engineers
Seniority
Principal, hands-on IC with mentorship
