Audience Sciences is creating the scientific foundation for building great audience-facing properties at Yahoo!. Whether we’re optimizing content publishing systems, identifying suspicious traffic to improve data quality, performing social network modeling and analysis, or creating the next generation of anti-spam mail technology, our goal is to maximize user engagement and value. To address our goals, we develop and apply techniques in data mining, machine learning and statistical modeling to very large scale datasets.