Principal Machine Learning Performance Kernel Engineer
Cambridge, Cambridgeshire, United Kingdom
Hybrid / WFH Options
Hybrid / WFH Options
Arm Limited
that advancing innovative machine learning (ML) technology requires a collaborative approach across hardware, software, and algorithms. The CT-ML Algorithms team acts as the Center of Excellence for ML content analysis, algorithm development, and tools, driving this unified effort forward. Develop in depth understanding of ML workload, develop algorithms and optimization techniques to drive PPA (Performance, Power, Area … critical machines specific kernel or ARM assembly codeon dedicated hardware accelerator and CPU to drive algorithm and architecture exploration Collaborate with ML Algorithm development team to explore performance critical analysis Develop internal tooling capabilities to support algorithmic and architecture exploration Examples: Develop performance critical assembly code to accelerate ML operations done in low precision arithmetic Develop performance critical kernel More ❯
Employment Type: Permanent
Salary: GBP Annual
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