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Apple CAD ML Timing Optimization Engineer United States, Texas, Austin 712079845
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Description
As a CAD ML Timing Optimization Engineer, you will:- Deliver methodology and tool solutions for static timing closure and power optimization.- Apply data science and ML analytics to quantify, mine, and predict intriguing patterns.- Deploy innovative modeling and optimization approaches to achieve globally optimal targets.- Prudently apply best-in-class learning algorithms to deliver value-adding design solutions.- Pursue deep analysis of design implementation alternatives to isolate key issues and identify appropriate ECO remedies.- Implement code infrastructure to facilitate analytics and visualization.
Minimum Qualifications
- Minimum BS and 10+ years of relevant industry experience.
- Software engineering background using Python and C++.
- Experience in applying ML and/or GPU accelerated approaches to problems.
- Prior usage of optimization algorithms, data modeling, and graphs.
Preferred Qualifications
- Hands on experience in static timing analysis and/or design optimization flows.
- Familiarity with timing and power ECO techniques for high performance processor designs.
- Solid understanding of Physical Design challenges, proficiency with place and route tools and implementation exploration.
- Experience using a variety of deep learning libraries and infrastructure.
- Strong analytical skills and ability to identify and communicate high ROI opportunities.
Additional Requirements
Apple is an equal opportunity employer that is committed to inclusion and diversity. We take affirmative action to ensure equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics.
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