Senior Research Scientist, AI Accelerator Design and VLSI
Core
Drive groundbreaking research at the intersection of AI HW/SW Co-Design, AI Hardware Accelerator Architecture, IC Design Methodology, and VLSI Design.
Role type
Senior Research Scientist (AI Accelerator Design and VLSI)
Builds
Novel AI accelerator designs, ASIC/VLSI design tools, and research prototype testchips
Domain
Semiconductor hardware, AI/ML, VLSI, Computer Architecture
Deliverable
production ML models | product features | research
Required skills
VLSI design and verification, digital VLSI circuits, computer arithmetic, numerical methods for ML optimization, EDA tool flows, Python/PyTorch, C++, SystemVerilog, CUDA, research direction setting
Preferred skills
Generative AI for hardware design, mentoring junior scientists, cross-functional collaboration
Technologies
Python, PyTorch, C++, SystemVerilog, CUDA, modern EDA tool flows
Responsibilities
Contribute to novel research in AI accelerator design, research creative ASIC and VLSI design techniques, develop numerical methods for quantization and sparsity, collaborate on research prototype testchips, publish and present original research at conferences
Seniority
Senior, hands-on IC with research leadership