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Databricks Certified Generative AI Engineer Associate Mock Exam & Readiness Assessment

A free 30-question diagnostic for Databricks Certified Generative AI Engineer Associate. Answer at your own pace, then review a domain-by-domain readiness signal with fully explained reasoning for every question.

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  • 30 Questions
  • 24 Single-Answer / 6 Multi-Answer
  • 6 Domains
  • 60 minutes (~2 minutes per question based on the official exam)

Who This Diagnostic Is For

This assessment is for learners preparing for Databricks Certified Generative AI Engineer Associate who want an honest, evidence-based signal of where they stand today. Every question is original CertShield content, technically validated against current official documentation (Currently live version as of March 18, 2026) and peer-reviewed by subject-matter experts before publication.

What It Measures

Questions sampled per domain in this 30-question set.
DomainQuestions
Application Development9
Assembling and Deploying Applications7
Data Preparation4
Design Applications4
Evaluation and Monitoring4
Governance2

Limitations of this diagnostic: 30 questions cannot cover every exam objective with equal depth. Domains with fewer than three questions are labelled "Limited evidence" in your results and can never cause a readiness downgrade on their own. This is not an official exam, an accredited course, or a pass-rate prediction.

Technically validated: Completed August 16, 2026 against the March 18, 2026 official exam guide and current authoritative documentation. See the assessment methodology for how scoring, confidence and readiness safeguards work.

About the Official Databricks Certified Generative AI Engineer Associate Exam

Sourced directly from the official Databricks Certified Generative AI Engineer Associate Exam Guide — Currently live version as of March 18, 2026.

Questions
45 scored multiple-choice/multiple-selection questions
Time Limit
90 minutes
Passing Score
Not publicly disclosed by Databricks
Registration Fee
$200
Delivery
Online-proctored
Validity
2 years, with a full retake required to recertify

Official exam domains this diagnostic mirrors:

  • Design Applications
  • Data Preparation
  • Application Development
  • Assembling and Deploying Applications
  • Governance
  • Evaluation and Monitoring

Who this certification is for:

Databricks' own exam guide describes the ideal candidate as someone who can design and implement LLM-enabled solutions using Databricks, expected to build and deploy performant RAG applications and LLM chains that take full advantage of the platform's toolset.

Unscored calibration questions may appear on the real exam; extra time is already factored in to account for them.

View the Official Exam Guide (PDF) →

Frequently Asked Questions

How many questions are on the Databricks Certified Generative AI Engineer Associate exam?

45 scored multiple-choice/multiple-selection questions

How long is the Databricks Certified Generative AI Engineer Associate exam?

90 minutes

What is the passing score for Databricks Certified Generative AI Engineer Associate?

Not publicly disclosed by Databricks

How much does the Databricks Certified Generative AI Engineer Associate exam cost?

$200

What topics are covered in the Databricks Certified Generative AI Engineer Associate exam?

The exam covers Design Applications, Data Preparation, Application Development, Assembling and Deploying Applications, Governance, and Evaluation and Monitoring.

Who is the Databricks Certified Generative AI Engineer Associate exam for?

Databricks' own exam guide describes the ideal candidate as someone who can design and implement LLM-enabled solutions using Databricks, expected to build and deploy performant RAG applications and LLM chains that take full advantage of the platform's toolset.

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