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The Data Scientist role focuses on performing data and error analysis to enhance models and ensure data accuracy within the healthcare domain. The position involves developing and deploying advanced machine learning models and AI solutions, leveraging expertise in data science to derive insights from large datasets and create predictive models that inform business decisions.