About the role
Research Associate (Computer Engineering/Electrical Engineering/Computer Science) is a active engineering role at ntu in NTU Main Campus, Singapore. Open the role to review the official description and apply on the company site.
CompanyOnsite
Key Responsibilities
- Design and develop Processing-in-Memory (PIM) architectures, particularly leveraging emerging memory technologies such as ReRAM
- Implement and optimise hardware acceleration solutions for scientific computing algorithms (e.g., iterative solvers such as AMG, CG) and AI workloads
- Conduct hardware-software co-design, including architecture design, dataflow optimisation, and system integration
- Develop novel mapping strategies and dataflow scheduling techniques to improve performance, energy efficiency, and hardware reliability
Requirements
- Master’s degree in Computer Engineering, Electrical Engineering, Computer Science, or related discipline
- Strong background in computer architecture, hardware acceleration, or high-performance computing
- Processing-in-Memory (PIM), ReRAM, or emerging memory technologies is highly preferred
- Proficiency in algorithm-hardware co-design, particularly for sparse or irregular computations
- Familiarity with scientific computing algorithms (e.g., AMG, Conjugate Gradient, SpMV) or AI acceleration
- , simulation, or architecture design tools
- Strong understanding of performance optimisation, energy efficiency, and system-level trade-offs
- Ability to work independently and collaboratively in a multidisciplinary research environment
- Strong analytical, problem-solving, and communication skills
- Track record of publications, patents, or research projects will be an advantage
- We regret that only shortlisted candidates will be notified.
- Hiring Institution: NTU