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The AWS Data Engineer role involves analyzing complex business problems, documenting requirements, and developing technical solutions using various AWS services. The position requires strong analytical and problem-solving skills to troubleshoot and optimize ETL packages, ensuring efficient data processing and management in the cloud environment.