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 and hardware accelerators, including RISC-V systems, focusing on digital IC design using Verilog/SystemVerilog and EDA toolchains.
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 hardware acceleration for AI.
- Knowledge of computer architecture, digital systems, 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.