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The Data Engineer role focuses on identifying, analyzing, and interpreting trends in complex datasets while ensuring data quality and consistency. The position involves transforming existing ETL logic to be compatible with Hadoop and AWS platforms, innovating new solutions for data analysis, and collaborating with stakeholders to meet business requirements. The role requires a strong understanding of software development methodologies and the ability to deliver solutions on time and within budget.