dbt-transformation-patterns

dbt Transformation Patterns

Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing.

When to Use This Skill

- Building data transformation pipelines with dbt

- Organizing models into staging, intermediate, and marts layers

- Implementing data quality tests

- Creating incremental models for large datasets

- Documenting data models and lineage

- Setting up dbt project structure

Core Concepts

1. Model Layers (Medallion Architecture)