Introduction: Why Data Engineering? As organizations generate massive volumes of data daily, the need to manage, transform, and analyze that data has become mission-critical. Data engineering is no longer a back-end operation — it’s the foundation for innovation in AI, analytics, automation, and business intelligence. Among all cloud provider