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The Data Scientist role at Epiq involves applying advanced machine learning and natural language processing techniques to enhance current and future products. The successful candidate will leverage their deep understanding of mathematical principles and practical implementation experience to develop prototype algorithms, ensuring their effectiveness and facilitating their transition into production with software engineering teams.