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The Machine Learning Engineer position within the US Search Ads Team focuses on optimizing ad relevance and ranking systems for a leading global tech company. The role involves leveraging machine learning and natural language processing techniques to enhance ad performance and personalization, making a significant impact on the company's search ads platform.