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The Lead Data Scientist will lead client projects while solving complex data problems using various data science techniques. Responsibilities include assessing client needs, communicating insights, developing scalable models, and ensuring ethical data handling. The role involves collaboration with clients and a focus on continuous innovation and improvement in data methodologies.