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The Principal Applied Scientist at Amazon is responsible for leading research directions in machine learning and related fields, ensuring that scientific innovations are translated into practical applications. This role involves defining strategies, conducting experiments, publishing results, and mentoring teams to adopt new technologies and methodologies. The position requires a strong technical background and a passion for developing scalable solutions that enhance customer experience.