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Updated: Aug 07, 2026

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Databricks Databricks-Generative-AI-Engineer-Associate Exam Overview:

Certification Vendor:Databricks
Exam Name:Databricks Certified Generative AI Engineer Associate
Exam Number:Generative AI Engineer Associate
Real Exam Qty:45
Related Certifications:Databricks Certified Data Engineer Associate
Databricks Certified Machine Learning Associate
Certificate Validity Period:2 years
Exam Format:Multiple Choice, Multiple Select
Available Languages:English, Japanese, Portuguese (Brazil), Korean
Passing Score:Scaled Score (approx. 70%)
Exam Duration:90 minutes
Exam Price:$200 USD
Sample Questions:Databricks Databricks-Generative-AI-Engineer-Associate Sample Questions
Exam Way:Online (Proctored) or Test Center
Pre Condition:None (Recommended: 6+ months hands-on experience)
Official Syllabus URL:https://www.databricks.com/learn/certification/genai-engineer-associate

Databricks Databricks-Generative-AI-Engineer-Associate Exam Syllabus Topics:

TopicDetails
Topic 1
  • Data Preparation: Generative AI Engineers covers a chunking strategy for a given document structure and model constraints. The topic also focuses on filter extraneous content in source documents. Lastly, Generative AI Engineers also learn about extracting document content from provided source data and format.
Topic 2
  • Design Applications: The topic focuses on designing a prompt that elicits a specifically formatted response. It also focuses on selecting model tasks to accomplish a given business requirement. Lastly, the topic covers chain components for a desired model input and output.
Topic 3
  • Application Development: In this topic, Generative AI Engineers learn about tools needed to extract data, Langchain
  • similar tools, and assessing responses to identify common issues. Moreover, the topic includes questions about adjusting an LLM's response, LLM guardrails, and the best LLM based on the attributes of the application.
Topic 4
  • Governance: Generative AI Engineers who take the exam get knowledge about masking techniques, guardrail techniques, and legal
  • licensing requirements in this topic.
Topic 5
  • Assembling and Deploying Applications: In this topic, Generative AI Engineers get knowledge about coding a chain using a pyfunc mode, coding a simple chain using langchain, and coding a simple chain according to requirements. Additionally, the topic focuses on basic elements needed to create a RAG application. Lastly, the topic addresses sub-topics about registering the model to Unity Catalog using MLflow.

Reference: https://www.databricks.com/learn/certification/genai-engineer-associate

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