Databricks GenAI Engineer exam format: domains, weightings and length

6 domains 90 min 45 questions

Databricks Certified Generative AI Engineer Associate is examined across 6 domains. The weightings below decide how much of the exam each domain is worth — and therefore where preparation time pays off.

Domains and weightings

Domain	Exam weight	Our questions
Application Development	30%	292
Assembling and Deploying Applications	22%	212
Design Applications	14%	136
Data Preparation	14%	133
Evaluation and Monitoring	12%	116
Governance	8%	78

Length and number of questions

Time: 90 minutes
Questions: 45
Passing score: not published by the vendor — what Databricks GenAI Engineer needs to pass →

Question formats in our Databricks GenAI Engineer bank

These are the formats among the 967 Databricks GenAI Engineer questions we publish. They describe our bank, not the vendor's blueprint.

single choice: 772 questions
multi choice: 195 questions

All 967 Databricks GenAI Engineer practice questions, every option explained →

Know which domain is costing you marks

The weightings tell you what the exam rewards. A readiness check tells you where you stand in each one.

Test your Databricks GenAI Engineer readiness — free

More on Databricks GenAI Engineer

Domain weightings as published by the exam vendor · Question counts are from the Certsqill Databricks GenAI Engineer bank (967 questions).