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The Data Science Engineer - Machine Learning role is focused on driving data science projects from conception through to deployment in production. This position involves proposing statistical or machine learning models to address specific problems, implementing and evaluating these models, and providing technical guidance to the team. The role also requires collaboration with product managers to shape the vision and design of machine learning products.