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A data engineer is responsible for processing and visualizing datasets, performing exploratory data analysis, and working with tools like SSRS, Excel, and PowerBI. They should also have knowledge of machine learning and AI, NoSQL databases, data pipelines, hyper automation, programming languages, DevOps, SQL, and scripting.