Both Data Engineers and Data Analysts help businesses make the most of their data, but their roles are different. A Data Engineer builds and manages data systems, ensuring data is well-structured and accessible. A Data Analyst examines this data to find trends, insights, and opportunities for business growth. https://www.capitalnumbers.com/blog/data-engineer-vs-data-analyst/