Clean, unify and organize messy and complex data sets for easy access and analysis Assess the effectiveness and accuracy of the data and data gathering techniques, determine materiality of data issues and challenges, disposition and recommend path forward Develop a strong working knowledge of how current systems and data sources are populated and sourced