MTS - Accelerator System Architect NRIs Return to INDIA

Role and Responsibilities:

• Architect simulate and design accelerator architecture. You will interact with multifunctional 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 inmemory computing with nonvolatile 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 bachelors 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 welldocumented 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 datapath fixedpoint arithmetic scheduler memory system and networkonchip 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.