Accelerator System Architect

2 weeks ago


Bengaluru, India Mulya Technologies Full time
Top10 Semiconductor Organization in the worldAccelerator System Architect

location: Bangalore / HyderabadRole 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 designExperiences 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.Job Location : Bangalore/Hyderabad

Contact:UdayMulya technologiesEmail :

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