The position requires the person to: Lead the design, development, validation, and deployment of statistical and machine learning models that address complex business needs and comply with regulatory requirements. An understanding of statistical and machine learning techniques, including classification, regression, clustering, feature engineering, decision trees, gradient boosting, deep learning, etc.