FAQs
What will be the main focus of this role as a Senior Performance Research and Analysis Engineer at NVIDIA?
The main focus of this role will be to profile and analyze AI workloads on large GPUs and CPUs scale clusters for distributed Deep Learning LLM training, specifically focusing on collectives communication and networking.
What types of hardware and platforms will I be working with in this role?
In this role, you will work and interact with various types of hardware and platforms such as HCAs, Switches, CPUs, GPUs, and Systems.
What tools and methodologies will I be using to perform performance analysis in this role?
You will have the opportunity to develop and use performance analysis tools and methodologies to deeply analyze performance expectations, limitations, and bottlenecks in AI workloads on large GPU and CPU scale clusters.