The position involves various responsibilities centered around model assessment and validation, data visualization, understanding business context, analytical modeling, model deployment and scaling, code development and testing, tech problem formulation, data source identification, AI agent development, and data strategy. The role requires a comprehensive understanding of model fit, testing, tuning, and validation techniques, as well as the ability to generate appropriate graphical representations of data and model outcomes. The candidate will work closely with User Experience designers and User Interface engineers to build front-end applications and present findings to business stakeholders. Additionally, the role includes mentoring junior associates and providing recommendations to solve complex business issues.