Member of Technical Staff - Accelerator System Architect

Our vision is to transform how the world uses information to enrich life for all.

Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.

JR48394 Member of Technical Staff - Accelerator System Architect (Evergreen)

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Our vision is to transform how the world uses information to enrich life for all.

Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.

Micron India Research Center is a part of Technology Pathfinding and Strategy group at Micron India. The goal is to contribute to Micron s pathfinding in multiple areas like Devices and circuits, Systems and AI-ML with enhanced multi-functional collaboration.

Role and Responsibilities:

• Architect, simulate, and design accelerator architecture. You will interact with multi-functional engineering teams to find opportunities and requirements. Some of the job duties include:
• Implement performance, functional and power model for accelerator architecture exploration and functional verification. Accelerators may include Analog AI using in-memory computing with non-volatile memory technologies.
• Develop tests, test plans, and testing infrastructure to verify new algorithm and functionality and their performance.
• Assess new SW/HW innovations and drive the most relevant into the accelerator Architecture definition.
• Research the industry trend and customer requirement of the machine learning algorithms and accelerators and drive partnerships for access to the most advanced technologies.

Qualification and Skills

• Minimum 12+ years of experience with bachelor s degree in CS/EE/Math or equivalent. Masters/PhD degree is a big plus.
• 5+ years of Experience with performance simulation and modeling in modern C++/python. Ability to deliver production quality and well-documented code.
• Experience in modeling and benchmarking machine learning models on accelerator simulator models.
• Experience in machine learning frameworks and interfaces, for example: ONNX, TensorFlow and PyTorch. PyTorch is a big plus.
• Knowledge/Experience in CPU/GPU/Domain Specific Accelerators architecture with a focus on data-path, fixed-point arithmetic, scheduler, memory system, and network-on-chip interconnection design
• Experiences on NAND Flash Memory and its architecture and circuit design is a big plus.
• Experiences on DRAM and its architecture and circuit design is a good plus.
• Experience in approximate compute, analog compute is a good plus.
• Experience of hardware and RTL implementation (Verilog/System Verilog) is a good plus.
• Experiences in OpenCL/CUDA/Metal or other such parallel programming APIs is a good plus.
• Passionate in new technology and innovation with strong communication skills.