Databricks Data Engineering Pipelines

Build production-grade data pipelines following medallion architecture (Bronze/Silver/Gold) with data quality checks, Delta Lake optimization, and multi-layer transformations.

When to Use This Skill

• Building ETL/ELT data pipelines
• Implementing medallion architecture
• Data lake transformations
• Data quality and validation workflows
• Incremental data processing
• Batch data pipelines
• Real-time streaming (structured streaming)

Medallion Architecture

The medallion architecture organizes data into three layers of increasing quality: