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The Software Development Engineer position in Machine Learning Apps at Amazon's Annapurna team focuses on innovating and delivering software designs that enhance AWS services. The role involves developing new services, solving operational challenges, and improving developer velocity while ensuring operational safety. The position is ideal for candidates passionate about machine learning, cloud infrastructure, and system development.