NVIDIA Research is hiring a recent PhD graduate to work on machine learning systems spanning hardware, software, and infrastructure. Responsibilities include analyzing efficiency, scaling, and resilience challenges, developing systems solutions, co-designing ML algorithms and systems, collaborating across teams, and publishing research. Required background includes strong systems knowledge (OS, distributed systems, data management, networking, cloud, or architecture) and experience with C/C++/Python and experimental R&D.