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The Software Development Engineer in Machine Learning for Customer Engagement Technologies at Amazon focuses on leveraging conversational AI and Machine Learning technologies to enhance customer service experiences. This role involves designing and implementing real-time inference services for large-scale conversational AI systems, optimizing model performance, and ensuring efficient deployment of machine learning models in production environments.