AI/ML ASIC Architect

Stack

Responsibilities

• ▹Drive the AI/ML ASIC architecture integrating AI Storage with GPU/TPU/xPU accelerators, focusing on I/O subsystems over UCIe/PCIe/CXL
• ▹Author architecture specifications for AI/ML xPU-based accelerators using AI Storage Solutions
• ▹Define I/O subsystem and PCIe DMA architectures, including interactions with embedded processor subsystems, Network on Chip, memory controllers, and FPGA fabric
• ▹Create flexible and modular I/O subsystem architectures deployable in Chiplet, monolithic, or 3D form factors
• ▹Work with customers and cross-functional teams to scope SoC requirements and analyze PPA tradeoffs
• ▹Define SoC subsystem and DMA hardware, software, and firmware interactions with embedded processing subsystems and host CPUs

Soft skills

About the company

Sandisk understands how people and businesses consume data and relentlessly innovates to deliver solutions for today's needs and tomorrow's ideas. With a rich history of innovation in Flash and advanced memory technologies, its solutions power the digital world. Two Sandisk facilities are recognized by the World Economic Forum as part of the Global Lighthouse Network for advanced 4IR innovations, and also as Sustainability Lighthouses.