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The Data Scientist will be a key member of the Big Data and Advanced Analytics department, focusing on solving complex problems in the oil and gas midstream sector using machine learning and data science techniques. This role involves collaboration with the Data Engineering team and various business functions to optimize operations through data-driven insights.