Inventory planning
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Predicting what Amazon’s customers will need tomorrow, next week, and beyond
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Ping Xu has held a variety of optimization and demand forecasting roles at Amazon for nearly 15 years. She first joined the company as a full-time employee ...

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How distinguished scientist Garrett van Ryzin is optimizing his time at Amazon
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Amazon announced in August 2020 that Garrett van Ryzin would be joining the company’s Supply Chain Optimization Technologies (SCOT) organization as a ...

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How three science PhDs found different career paths at Amazon
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While most students get into science PhD programs envisioning a career in research, there are many other paths to pursue. At Amazon, employees with advanced ...

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3 questions with Özalp Özer: How to build trust in business relationships
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Trust and trustworthiness are important in both our personal and business relationships. How then can we build environments that foster increased trust, ...

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The bridge between supply and demand
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On Prime Day earlier this year, shoppers purchased more than 250 million items worldwide from the Amazon store. Each of those orders entailed a series of ...

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Amazon scientist lectures at a specialized AI summer school
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Every day, Amazon and its customers use artificial intelligence to make all kinds of processes more efficient, from delivering products to customers to ...

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The history of Amazon’s forecasting algorithm
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When a customer visits Amazon, there is an almost inherent expectation that the item they are searching for will be in stock. And that expectation is ...

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The evolution of Amazon’s inventory planning system
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For every order placed on the Amazon Store, mathematical models developed by Amazon’s Supply Chain Optimization Technologies organization (SCOT) work behind ...

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Developing a model to offer fashion products that cater to diverse tastes
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One ongoing challenge faced by online retailers is how to optimally select the subset of fashion products to offer and how much inventory to procure before ...

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Learning in game-theoretical models
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Game theory is a mathematical way to describe strategic reasoning. In the game-theoretical sense, a game involves players who choose actions and, depending ...

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