Machine learning is central to UberEats’ day-to-day operations. It’s used not only to predict the incremental value a restaurant can bring to the platform, but what dishes are likely to be popular. On the driver side, it’s optimizing delivery incentives and order batching, and driving dynamic demand-based pricing across UberEats’ merchants.

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