Sandisk
Technology
AI/MLASICArchitect
Neural analysis suggests this role is
optimal for mid candidates.
“AI/ML ASIC Architect at Sandisk. Skills: AI/ML ASIC Architecture, AI Storage Solutions, Frontend Interfaces, System Architecture. Develop AI Storage Solutions. Drive AI/ML Accelerator ASIC architecture”
What You'll Achieve.
Deliver solutions; Enable tomorrow’s next big ideas; Keep moving; Pushing possibility forward; Deliver innovative and highly competitive adaptive accelerators solutions; Develop products that will change the data centric architecture paradigm; Meet the PPA and schedule targets; Improve AI/ML ASIC Architecture performance; Match or exceed the nextgen HBM bandwidth
Industry & Context.
Analyze PPA tradeoffs; Assess performance; Assess power; Assess area; Assess endurance; Cope with complex challenges; LLM Workload analysis; Characterization; Identify opportunities
What They're Looking For.
Must Have
AI/ML ASIC architecture, AI Storage Solutions, Frontend architecture, Frontend interfaces, Architecture spec, RTL/DV/Simulation/FW teams, AI/ML ASIC Architecture performance, Hardware & software co-optimization, Post-silicon performance analysis, Strategic product roadmap, LLM Workload analysis, ASIC and competitive datacenter, AI solutions, AI/ML accelerator ASICs, HBM, PCIe/UCIe/CXL, NoC, DMA, Firmware Interactions, NAND, XPU, Fabrics, AI Storage Solutions frontend system architecture, GPU/TPU/NPU/xPU, HBM bandwidth, Memory-efficient inference/training systems, Pruning, Quantization with MX format, Continuous batching/chunked prefill, Speculative decoding, Internal and external stakeholders, ML researchers
Nice to Have
3D package system, Chiplet, Monolithic or 3D form factors
What You'll Do.
Develop AI Storage Solutions
Drive AI/ML Accelerator ASIC architecture
Initiate frontend architecture
Analyze frontend architecture
Drive new architecture initiatives
Integrate AI Storage Solutions
Drive AI Storage Solutions architecture
Collaborate with design
Collaborate with product planning
Deliver adaptive accelerators solutions
Write architecture spec
Work with RTL/DV/Simulation/FW teams
Cope with complex challenges
Integrate AI/ML ASIC architecture
Focus on I/O subsystems
Author architecture specifications
Define I/O subsystem architectures
Define PCIe DMA architectures
Define interactions with embedded processor-subsystems
Define interactions with Network on Chip
Define interactions with Memory controllers
Define interactions with FPGA fabric
Create I/O subsystem architectures
Scope SoC requirements
Analyze PPA tradeoffs
Define architectural requirements
Define SoC subsystem architectures
Define DMA firmware interactions
Guide pre-silicon design
Guide post-silicon validation
Assist pre-silicon design
Assist post-silicon validation
Improve AI/ML ASIC Architecture performance
Influence strategic product roadmap
Characterize competitive datacenter solutions
Identify opportunities for performance improvement
Architect accelerator ASICs
Match or exceed HBM bandwidth
Architect inference systems
Architect training systems
Collaborate with stakeholders
Collaborate with ML researchers
Iterate at rapid pace
How You'll Work.
Team & Collaboration
Cross-functional teams; Other architects; RTL/DV/Simulation/FW teams; Colleague engineers; Internal and external stakeholders
Communication Scope
Clear and concise language
Full Job Description
Sandisk understands how people and businesses consume data and we relentlessly innovate to deliver solutions that enable today’s needs and tomorrow’s next big ideas. With a rich history of groundbreaking innovations in Flash and advanced memory technologies, our solutions have become the beating heart of the digital world we’re living in and that we have the power to shape. Sandisk meets people and businesses at the intersection of their aspirations and the moment, enabling them to keep moving and pushing possibility forward. We do this through the balance of our powerhouse manufacturing capabilities and our industry-leading portfolio of products that are recognized globally for innovation, performance and quality. Sandisk has two facilities recognized by the World Economic Forum as part of the Global Lighthouse Network for advanced 4IR innovations. These facilities were also recognized as Sustainability Lighthouses for breakthroughs in efficient operations. With our global reach, we ensure the global supply chain has access to the Flash memory it needs to keep our world moving forward. In this AI/ML ASIC Architecture position, you will develop AI Storage Solutions based advanced system architectures and AI/ML Accelerator ASIC architecture specifications for Sandisk’s next generation products. You will drive, initiate, and analyze frontend architecture of the AI/ML Accelerator product. As an AI/ML ASIC Architect you will help drive new architecture initiatives that leverage the state-of-the-art frontend interfaces like UCIe, PCIe, CXL, etc that integrates AI Storage Solutions with xPU in a 3D package system. You will drive the AI Storage Solutions based architecture. You will exercise your technical expertise and excellent communication skills to collaborate with design and product planning with an eye towards delivering innovative and highly competitive adaptive accelerators solutions. Typical activities include writing architecture spec, working with other archite
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