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Ntu
Ntu

Research Assistant (IC Design and EDA)

Location

NTU Main Campus, Singapore

Posted

3 weeks before

About This Role

Seeking a Research Assistant to conduct doctoral research on open-source processor architectures, including RISC-V and AI accelerators, focusing on IC design using Verilog/SystemVerilog tools.

Responsibilities

  • Conduct doctoral research on open-source processor architectures and hardware accelerators.
  • Design, implement, and evaluate digital ICs using Verilog/SystemVerilog and related hardware description languages.
  • Develop and optimize EDA workflows for processor and accelerator design, verification, and physical implementation.
  • Explore architecture-algorithm co-design for machine learning and AI acceleration.
  • Perform performance, power, and area (PPA) analysis of processor and accelerator designs.
  • Contribute to open-source hardware and EDA tool communities.

Requirements

  • Bachelor's degree in Electrical Engineering, Computer Science, or a closely related discipline.
  • Strong interest in processor architecture and digital IC design for AI acceleration.
  • Knowledge of computer architecture, machine learning algorithms, and their hardware implementation considerations.
  • Experience with ASIC design methodologies and open-source IC design and EDA tools.
  • Prior experience in digital hardware design using Verilog/SystemVerilog or equivalent HDLs.
  • Demonstrated ability to conduct high-quality research and publish in reputable venues.