Experience with developing research designs, including formulating testable questions, identifying and defining key concepts and variables, and matching appropriate methods to problems Experience with data management, including cleaning and preparing data, and creating, structuring, and maintaining data sets Experience with incorporating data science capability into Stakeholder strategy Experience bridging data science strategy between leadership, IT, data scientists and other stakeholders