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The GPU Architect role at Apple involves analyzing and optimizing the performance of linear algebra and machine learning algorithms on Apple GPU platforms. The position requires collaboration with software engineering and hardware technology teams to develop system-level strategies that enhance AI performance. The successful candidate will also be responsible for building prototype software implementations and communicating findings to production software teams.