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The Software Development Engineer II role at Amazon Aurora focuses on building and maintaining next-generation predictive heat management and placement solutions for Aurora Serverless. This position is pivotal in enhancing the availability, scalability, reliability, and performance of the service, allowing for a seamless database experience in the cloud. The role requires a deep understanding of distributed systems and the ability to solve complex problems to optimize service delivery for customers.