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The Machine Learning Engineer - Machine Learning Infrastructure role at TikTok focuses on designing and implementing a global-scale machine learning system for feeds, ads, and search ranking models. This position is part of the U.S. Data Security division, which aims to enhance data protection policies and content assurance protocols. The role involves improving the usability and flexibility of machine learning infrastructure and mentoring interns, contributing to the overall mission of TikTok to inspire creativity and bring joy.