Bloomberg Media launched a digital subscriptions business with a paywall in May 2018. To drive subscriptions and maximize revenue, the Data Science and Engineering team applied machine learning techniques to model user behavior and build a subscription propensity model and a real-time paywall. In this talk, we will present details about the challenges we faced...