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AI/ML ASIC Architect

SanDiskMilpitas
On-site Full-time

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Experience Level

Mid to Senior

Qualifications

Required Qualifications:Bachelor's, Master's, or PhD in Computer/Electrical Engineering with over 15 years of hands-on architecture experience. A robust technical background in architecting ASIC, SoC, or I/O subsystems, particularly with PCIe, UCIe, CXL, and DMA engines. Familiarity with I/O subsystem interactions with embedded processor subsystems (x86, RISC-V, ARM) and external host CPUs. Solid understanding of computer and graphics architecture, including machine learning and large language models (LLMs). Experience architecting GPU/TPU/xPU Accelerator systems with optimized memory hierarchies for high-performance training and inference tasks. Proven expertise in optimizing large-scale ML systems and GPU architectures. Proficiency in advanced microarchitecture principles and methodologies.

About the job

Join our innovative team at Sandisk as an AI/ML ASIC Architect, where you will spearhead the development of cutting-edge AI Storage Solutions. In this pivotal role, you will craft advanced system architectures and create specifications for AI/ML Accelerator ASICs that will shape the future of our products. Your expertise will be crucial in driving the frontend architecture of the AI/ML Accelerator product, leveraging state-of-the-art interfaces like UCIe, PCIe, and CXL to integrate AI Storage Solutions with xPU in a sophisticated 3D package system.

As you collaborate with cross-functional teams, you will utilize your technical prowess and communication skills to promote innovative and competitive adaptive accelerator solutions. Key responsibilities include authoring clear architecture specifications, guiding pre-silicon design/verification processes, and conducting post-silicon validations. You will also analyze performance, power, area, and endurance metrics to enhance AI/ML ASIC Architecture through hardware and software co-optimization.

About SanDisk

At Sandisk, we are dedicated to understanding how individuals and businesses harness data, driving relentless innovation to provide solutions that meet today's demands while anticipating tomorrow's challenges. With a legacy of pioneering advances in flash and memory technology, our products are integral to the digital landscape, helping shape the future of data consumption. We meet our customers at the intersection of aspirations and innovation, enabling them to move forward and push boundaries. Our state-of-the-art manufacturing capabilities and industry-leading product portfolio are globally recognized for their performance, quality, and innovation.

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