Just as statistical scientists bring invaluable skills to Big Data from the perspective of data quality and analysis, they are essential from the privacy perspective, as well. In this guest column, Julia Lane and Victoria Stodden—chair and member of the ASA Privacy and Confidentiality Committee, respectively—discuss the complex privacy issues inherent in Big Data and outline the challenges to statistical scientists for addressing these issues.

