Databricks - Generative AI Engineer Associate

This certification exam assesses a candidate's ability to design and implement LLM-enabled solutions on Databricks, including decomposing complex requirements into manageable tasks and selecting appropriate models, tools, and approaches from the current generative AI landscape. It evaluates working knowledge of Databricks-specific tooling including Mosaic AI Vector Search, Model Serving, MLflow, Unity Catalog, Agent Bricks, Agent Framework, AI Gateway, and MCP server integration. The exam validates that a candidate can build, evaluate, deploy, govern, and monitor performant RAG applications, single-agent applications, and LLM chains on the Databricks platform.