Accelerator System Architect

4 weeks ago


Bengaluru, Karnataka, India Global Talent Exchange Full time

Role Summary:

  • As a key member of our technical team, you will be responsible for designing and implementing high-performance accelerator architectures.

Key Responsibilities:

  • Design and implement performance, functional, and power models for accelerator architecture exploration and functional verification.
  • Develop tests, test plans, and testing infrastructure to verify new algorithms and functionality and their performance.
  • Assess new SW/HW innovations and drive the most relevant into the accelerator architecture definition.
  • Research industry trends and customer requirements of machine learning algorithms and accelerators and drive partnerships for access to advanced technologies.

Qualification and Skills:

  • Minimum 12+ years of experience with a bachelor's degree in CS/EE/Math or equivalent; a master's/Ph.D. degree is a 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.
  • 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.
  • Experience in machine learning frameworks and interfaces, such as ONNX, TensorFlow, and PyTorch; PyTorch is a plus.
  • Experience with NAND Flash Memory and its architecture and circuit design is a big plus.
  • Experience with 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.
  • Experience in OpenCL/CUDA/Metal or other parallel programming APIs is a good plus.
  • Passionate about new technology and innovation with strong communication skills.

Location:

  • Bangalore/Hyderabad


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