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The AWS Data Engineer role focuses on designing and developing scalable data pipelines and model execution components using various AWS services. The position requires expertise in cloud infrastructure automation and proficiency in programming, particularly in Python. The engineer will work on integrating observability components for cloud-based applications and participate in architecture reviews to ensure effective design and solutions.