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The position involves overseeing the development and integration of large-scale, distributed machine learning systems using advanced public cloud and open-source technologies. The role requires training, evaluating, and debugging machine learning models for complex tasks, while leading a team focused on improving the reliability and accuracy of ML systems. Collaboration with data scientists and analysts is essential, as well as fostering a culture of engineering excellence and continuous improvement within the team.