NPU Architect
Core
Design the next iteration of a 3D in-memory compute chip for executing ML workloads using capacitive analog in-memory matrix-vector multiplication units.
Role type
NPU Architect
Builds
3D in-memory compute chips for ML workloads
Domain
Semiconductor hardware / AI/ML
Deliverable
production ML models
Required skills
Computer architecture, Digital design, Micro-architecture, AI/ML algorithms, C/C++, Python
Preferred skills
ML Hardware Exploration Frameworks (Timeloop, ZigZag), HDLs (Verilog, System Verilog)
Technologies
Timeloop, ZigZag, Verilog, System Verilog
Responsibilities
Design and specify core architecture modules aligned with workload requirements; Partner with software teams to evaluate performance and efficiency; Monitor emerging trends in AI workloads and hardware architectures.
Seniority
Mid-Senior, hands-on IC
