Joining NVIDIA's DGX Cloud AI Efficiency Team means contributing to the infrastructure that powers our innovative AI research. This team focuses on optimizing efficiency and resiliency of AI workloads, as well as developing scalable AI and Data infrastructure tools and services. Our objective is to deliver a stable, scalable environment for AI researchers, providing them with the necessary resources and scale to foster innovation. We are seeking excellent Software Engineers to design and develop tools for AI application performance analysis. Your work will enable AI researchers to work efficiently with a wide variety of DGXC cloud AI systems as they seek out opportunities for performance optimization and continuously deliver high quality AI products. Join our technically diverse team of AI infrastructure experts to unlock unprecedented AI performance in every domain.What you'll be doing:Develop AI performance tools for large scale AI systems providing real time insight into applications performance and system bottlenecks.Conduct in-depth hardware-software performance studiesDefine performance and efficiency evaluation methodologiesAutomate performance data analysis and visualization to convert profiling data into actionable optimizationsSupport deep learning software engineers and GPU architects in their performance analysis effortsWork with various teams at NVIDIA to incorporate and influence the latest technologies for GPU performance analysisWhat we need to see:Minimum of 8+ years of experience in software infrastructure and toolsBS or higher degree in computer science or similar (or equivalent experience)Adept programming skills in multiple languages including C++ and PythonSolid foundation in operating systems and computer architectureOutstanding ability to understand users, prioritize among many contending requests, and build consensusPassion for “it just works” automation, eliminating repetitive tasks, and enabling team membersWays to stand out from the crowd:Experience in working with the large scale AI clusterExperience with CUDA and GPU computing systemsHands-on experience with deep learning frameworks (TensorFlow, PyTorch, JAX/XLA etc.)Deep understanding of the software performance analysis and optimization processNVIDIA leads the way in groundbreaking developments in Artificial Intelligence, High-Performance Computing, and Visualization. The GPU, our invention, serves as the visual cortex of modern computers and is at the heart of our products and services. Our work opens up new universes to explore, enables amazing creativity and discovery, and powers what were once science fiction inventions, from artificial intelligence to autonomous cars. NVIDIA is looking for exceptional people like you to help us accelerate the next wave of artificial intelligence.