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Apple CPU Research Scientist - Platform Architecture United States, Oregon, Beaverton 587716041
Yesterday
In this research-centric role, you will be responsible for exploring and defining next-generation CPU architectures that seek to maintain performance and efficiency leadership. This role will challenge you to:- Discover insight into CPU performance bottlenecks and drive improvements to performance through architectural and microarchitectural enhancements- Set direction for next-generation high performance CPU’s in such areas as: branch prediction, instruction/data prefetching, memory subsystem, or other CPU areas- Build the right tools suited for performance analysis so that you can parse through the noise and focus on the real challenges- Apply AI/ML techniques as both a tool for exploration and for CPU algorithmic feature improvement- Conduct continuous research into one or more CPU areas, brainstorm ideas, and model ideas in a performance simulator to refine and prove their utility- Work cross-functionally with software and system partners
- B.S. degree
- Familiarity with CPU architecture or microarchitecture concepts
- Research experience and knowledge of CPU microarchitecture or AI/ML literature
- Programming experience in either Python or C/C++
- Expertise in one or more disciplines within CPU architecture: branch prediction, instruction or data prefetching, value prediction, caching policies, etc.
- Ability to identify performance bottlenecks in workloads in effort to craft ideas to solve them and ability to implement those ideas in a performance simulator
- Experience applying traditional or state-of-the-art machine learning techniques to novel problems. Knowledge of model development and tuning a plus
- Knowledge and experience with common industry performance benchmarks and workloads
- 10+ years of relevant experience
- PhD in Computer Science or Computer Engineering with a focus in Computer Architecture
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