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The Machine Learning Scientist - GenAI at AWS is responsible for driving innovation in Generative AI to enhance customer experiences across AWS services. This role involves leading the development of advanced machine learning models, including fine-tuning large language models and applying reinforcement learning techniques. The position offers the opportunity to take ideas from conception to live production systems, impacting a wide range of customers and services.