NPU Software Engineer - Kernel

자격 요건 · 5개

• Master’s degree or higher in Electrical Engineering, Computer Science, or a related field
• In-depth understanding of computer architecture and parallel programming
• Strong understanding of neural network operations, including both high-level concepts and low-level computational dataflows
• Strong analytical, troubleshooting, and performance optimization skills
• Proficiency in C++ and Python

우대 사항 · 5개

• Broad knowledge of deep learning models across multiple domains, including computer vision, natural language processing, and speech recognition
• Experience in developing high-performance custom kernels for generative AI workloads on GPUs or NPUs
• Experience in model- and layer-level optimization techniques for computational efficiency, such as sparsity, reduced precision, and layer decomposition
• Experience with architecture-specific parallel programming and hardware acceleration frameworks, including SSE/AVX (x86), NEON (AArch), and CUDA/OpenCL (GPU)
• Academic background in computer architecture is preferred