Senior HPC and AI Networking Performance Research and Analysis Engineer

Requirements:

• B.Sc in Computer Science or Software Engineering
• 6+ years of experience with high-performance Networking (RDMA, MPI, NCCL)
• Demonstrated Performance Analysis skills and methodologies
• Experience with NVIDIA GPUs, CUDA library, deep learning frameworks like TensorFlow or PyTorch
• Expertise in networking collective communication libraries (such as NCCL) and protocols (such as RoCE and RDMA)
• Fast and self-learning capabilities with strong analytical and problem-solving skills
• Programming Languages: Python, Bash, and C languages
• Experience with Linux OS distros
• Team player with good communication and interpersonal skills

Nice to Haves:

• In-depth knowledge and experience with AI workloads benchmarking for distributed LLM training, CUDA, and NCCL libraries
• In-depth System knowledge and understanding (Intel / AMD / ARM CPUs, NVIDIA GPUs, HCA, Memory, PCI)
• Knowledge in Congestion Control algorithms

What you'll be doing:

• Experience and research AI workloads and DL models tailored for large-scale deep learning LLM training on NVIDIA supercomputers with a focus on high-performance networking
• Benchmarking, Profiling, and Analyzing performance to find bottlenecks and identify areas of improvement and optimizations, emphasizing on networking aspects
• Implement performance analysis tools
• Collaborate with teams from HW to SW to provide performance analysis insights
• Define performance test planning, set performance expectations for new technologies and solutions, and work to reach performance targets

Perks and Benefits:

NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.