Topic areas include advertising effectiveness, media economics, market design, electricity, cloud marketplaces, search auctions, optimal pricing contracts, retail product competition, scalable demand estimation, structural demand estimation, machine learning for both prediction and causal inference, optimal capacity investment, economics of subscriptions, and other applied theory. There is a different range applicable to specific work locations, within the San Francisco Bay area and New York City metropolitan area, and the base pay range for this role in those locations is USD $133,800 - $219,200 per year.