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The GPU System Performance Architect role at NVIDIA involves designing and developing innovative GPU-accelerated computing systems, focusing on deep learning, data analytics, and high-performance computing. This position is critical in extending the state of the art in GPU-accelerated cloud computing, requiring collaboration across various teams to guide the direction of these technologies.