SK hynix America is seeking to advance AI and HPC systems by leveraging advanced memory solutions to optimize performance and power efficiency, driving innovation in semiconductor technology.
Requirements
- Hands-on experience with ML/DL frameworks like TensorFlow/Keras or PyTorch
- Excellent programming skills in Python, CUDA, and C
- Strong knowledge of a memory-storage IO path, including GPU-direct and CXL/PCIe specification
Responsibilities
- Demonstrate feasibility of AI system with advanced memory solutions (HBM, CXL memory)
- Design next-generation AI and HPC systems that utilize advanced memory solutions to optimize performance and power efficiency.
- Derive design requirements for advanced memory solutions based on your extensive experience in AI and HPC infrastructure design.
- Excellent in reading research papers and implementing them to code
Other
- Accepted or currently enrolled in a PhD program in Computer Science or a related STEM field
- Ph.D. in a relevant field with research experience in AI systems (LLM, GNN)
