Data engineering has evolved through multiple epochs from the 1970s to today, but the core loop remains unchanged: ingest, model, transform, serve, break, rebuild. Despite shifting from SSIS and star schemas to dbt and Iceberg, data engineers still solve the same fundamental problems with different tools. The role requires
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