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Physical Design Engineer, Machine Learning Specialist

2 months ago

Sunnyvale, California, United States Apple Inc. Full time
Job Summary

We are seeking a highly skilled Physical Design Engineer with expertise in Machine Learning to join our team at Apple Inc. As a member of our dynamic group, you will have the rare opportunity to craft and implement methodologies and solutions with a high impact on upcoming products that will delight and inspire millions of Apple's customers every single day.

Key Responsibilities
  • Use your experience in physical design and machine learning to solve very hard and unique problems.
  • Collaborate cross-functionally with design, power, post-silicon, CAD, software, and machine learning teams in an engaging and rewarding environment.
  • Develop and implement machine learning algorithms to optimize physical design processes.
  • Work closely with internal teams to ensure that our SOCs achieve the optimal Power, Performance, and Area (PPA).
Requirements
  • Minimum BS and 3+ years of relevant industry experience.
  • Solid math background and understanding of algorithms and data structures.
  • Solid understanding of VLSI fundamentals, including physical design.
Preferred Qualifications
  • Practical experience and knowledge in advanced machine learning algorithms like GNNs, VAEs, transformers, diffusion models, LLMs.
  • Excellent programming skills in Python and C/C++.
  • Master's or PhD with relevant publications in Machine Learning and/or EDA algorithms.
  • Excellent communication and organizational skills.
What We Offer
  • Comprehensive medical and dental coverage.
  • Retirement benefits.
  • A range of discounted products and free services.
  • Reimbursement for certain educational expenses.
  • Discretionary bonuses or commission payments.