• Facilitate a novel, zero-friction approach to email sending • Investigate the root-causes of anomalies and gang attacks • Analyze signal effectiveness: precision, recall, drift, overlap, etc • Consult with data engineering to shape purpose-built data pipelines • Deeply understand and stay up to date on email abuse vectors and trends • Build dashboards and alerts for real-time visibility into behavior and policy violations • Build machine learning models to prevent abuse at scale with zero false-positive budget