Machine Learning Physical Design Engineer

As a member of our team at Google, you will have the opportunity to work on developing custom silicon solutions that drive the future of Google's direct-to-consumer products. You will be at the forefront of innovation, contributing to the enhancement of Power Performance Area (PPA) through the utilization of machine learning techniques. Your expertise in physical design and machine learning will be pivotal in shaping the next era of hardware experiences, ensuring unparalleled performance, efficiency, and integration. **Key Responsibilities:** - Contributing to the enhancement of Power Performance Area (PPA) through the utilization of machine learning techniques. - Tackling technical challenges and enhancing Power, Performance, Area, and Schedule metrics. - Design and optimizations, including floor planning, place and route, clock and power planning, timing analysis, and Power Delivery Network (PDN) analysis. - Collaboration across Alphabet, engaging with design, CAD, and machine learning teams. **Qualifications Required:** - Bachelor's degree in Electrical Engineering or a related field, or equivalent practical experience. - 4 years of experience with physical design flow, including floor planning, place and route, or physical verification. - Expertise in low-power design techniques like power gating, clock gating, or voltage scaling. - Experience in using Machine Learning (ML) in physical design. - Knowledge of machine learning algorithms ranging from logistic regression to deep neural networks and reinforcement learning. - Proficiency in data structures and algorithms. Google's mission is to organize the world's information, making it universally accessible and useful. The team you will be a part of combines the best aspects of Google AI, Software, and Hardware to create profoundly useful experiences. Through research, design, and development of cutting-edge technologies and hardware, we aim to accelerate computing, ensuring it is seamless and potent. Our ultimate goal is to enhance people's lives through technology.,