Randall Lewis is an Economic Research Scientist in the Science & Algorithms team at Netflix. Lewis combines machine learning and econometrics to develop scalable causal measurement and prediction systems that help humans and machine-learning algorithms make optimal choices. Prior to joining Netflix in 2015, he worked at Google and Yahoo! Research where he studied advertising and digital markets.