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Apple SoC Physical Design Machine Learning Engineer United States, California, Irvine 459964004
15.06.2024
Description
As a SoC Physical Design Machine Learning Engineer, you will be part of a dynamic team that is building the most efficient application processors on the planet, powering the next generation of Apple products. You will use your experience in physical design and/or machine learning to solve very hard and unique problems.Your work will directly impact vast areas of the flow including logic synthesis, floor planning, power/clock, distribution, place and route, timing/noise analysis, power/thermal analysis, voltage drop analysis, design for manufacturing/yield, and beyond.As part of your work, you will collaborate cross functionally with design, power, post silicon, CAD, software and machine learning teams in an engaging and rewarding environment.
Key Qualifications
- 5+ years of experience in physical design
- Excellent programming skills in Python or C ++
- Practical experience and knowledge in various machine learning algorithms, from logistic regression to deep neural networks and reinforcement learning is a plus
- Excellent communication and organizational skills
- Solid math background and understanding of algorithms and data structures
- Strong intellectual curiosity
- Solid understanding of circuit design is a plus
- Experience with flow development for a large number of users on a tight schedule is a plus
Education & Experience
Minimum Bachelor's degree in EE.
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