The Data Scientist role involves developing and implementing analytical applications using data-oriented programming and visualization tools. This includes applying data mining, modeling, natural language processing, and machine learning to analyze large datasets. The role also includes visualizing, interpreting, and reporting data findings, potentially creating dynamic data reports and providing strategic guidance and solutions to clients. This position requires advanced technical expertise combined with consulting skills.