Data sources and the volume of data available for driving discovery and informing decisions have substantially increased over time. This increase has resulted in an evolving data and regulatory landscape ripe for the expertise of statisticians and data scientists. Statisticians and data scientists must play a key role to ensure the appropriate use of data and soundness of conclusions reached from analyses of the data. In this talk, we will explore the landscape identifying challenges and opportunities and highlight our contributions and impact.