Which Data Architecture Should I Choose for My Workplace? — A Data Engineer’s Approach

A comprehensive guide comparing four major data architecture approaches: Data Warehouse, Data Lake, Data Lakehouse, and Data Mesh. The article explains when to use each approach, their advantages and challenges, and provides platform recommendations. It focuses on the Medallion Architecture with its Bronze, Silver, and Gold layers for modern data warehouse design, emphasizing the importance of requirement analysis and proper architectural selection based on data types, analytical needs, and organizational structure.