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The GPU Engineer role at Apple focuses on performance analysis and development for linear algebra and machine learning algorithms on Apple GPU platforms. The position involves collaboration with software engineering and hardware technology teams to address performance issues and enhance AI performance. The successful candidate will also contribute to prototype software implementations and communicate findings to production software teams.