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The SDE II position in the Customer Forecasting & Valuation team at Amazon focuses on building causal machine learning systems that predict the long-term impact of customer actions. This role involves collaboration with a multidisciplinary team to leverage AWS technologies and ensure the reliability and efficiency of the models used in decision-making processes across the company.