Job SummaryIn this AI/ML HBF ASIC Architecture position, you will develop AI Storage Solutions based advanced system architectures for Sandisk's next generation products. As an ASIC Architect you will drive new architecture initiatives that leverage frontend interfaces like UCIe to integrate AI Storage Solutions with xPU in a 2.5D/3D package system. Typical activities include writing architecture spec, working with other architects in the team, work with RTL/DV/Simulation/Emulation/FW teams to evaluate these changes and assess the performance, power, area, and endurance of the product.
Key Responsibilities- Responsible for driving the HBF ASIC architecture that integrates the AI Storage with GPU/TPU/xPU accelerators
- Author architecture specifications in clear and concise language for AI/ML xPU based Accelerator using AI Storage Solutions
- Define SoC subsystem, software, firmware interactions with embedded subsystems, and SoC CPUs
- LLM Workload analysis and characterization of ASIC to identify opportunities for performance improvement.
Required Qualifications- Bachelors 7+ years experience or Masters 5+ years of experience or PhD 3+ years experience Computer/Electrical Engineering and 2+ years ASIC experience
- Strong technical background in ASIC, SoC, UCIe, and authoring architecture specifications
- Good understanding of computer/graphics architecture, LLMs, GPU/TPU with optimized high bandwidth memory hierarchy for multi-trillion parameter LLM training/inference, KV cache optimizations.
