Databricks Certified Generative AI Engineer Associate mock test
The Databricks Certified Generative AI Engineer Associate mock test is built to Databricks’s published blueprint: 45 questions in 90 minutes, a fixed-form paper, multiple choice and multiple response. The awarding body publishes no pass mark for this exam, so the mock reports proficiency per domain rather than inventing a score.
Mock‑test packs for this exam start from ₹649 — shown in your region’s currency, and set per exam.
The paper, domain by domain
| Domain | Weight | Questions |
|---|---|---|
| Design Applications | 14% | 6 |
| Data Preparation | 14% | 6 |
| Application Development | 30% | 14 |
| Assembling and Deploying Apps | 22% | 10 |
| Governance | 8% | 4 |
| Evaluation and Monitoring | 12% | 5 |
Blueprint read from Databricks’s own exam page, verified 2026-08-24.
What a Databricks Certified Generative AI Engineer Associate mock test gives you
The published blueprint, not an approximation
The question count, the time limit and the weight of each domain are read from Databricks’s own exam guide. If a domain is worth 30% of the real paper, it is worth 30% of the mock test.
A score report that names the weak domain
Every mock test ends with a per-domain breakdown against the official weighting, and the reasoning for each item you got wrong — including why the answer you picked was wrong, not only why the right one was right.
A different paper each time
Sitting a second mock test does not mean seeing the same questions again. Each is drawn fresh against the blueprint, so a repeat measures preparation rather than recall.
Real timing, including the pressure
The clock, the question palette, flagging and review all behave as they do in the exam room. Running out of time in a mock test is the cheapest way to find out you would have run out of time.
Where this exam leads
This exam is a rung on this career path:
- AI Engineer Core
Questions people ask
How long is the Databricks Certified Generative AI Engineer Associate mock test?
45 questions over 90 minutes — the same shape as the real paper, because running out of time is part of what you are practising.
Are the questions the same every time?
No. Each mock test is drawn fresh against the published blueprint, so a second attempt measures preparation rather than memory.
What does the report show?
A breakdown by domain against the official weighting, plus the reasoning for every item you got wrong — including why the answer you chose was wrong, not only why the right one was right.
What this mock test does not reproduce
This mock is multiple-choice, which is the format Databricks states for this exam. It covers every section at the published weighting and matches the real 45-question, 90-minute form. Databricks publishes no pass score, so this mock reports proficiency per section rather than a pass mark - a number would be invented.
Sit a Databricks Certified Generative AI Engineer Associate mock test
Start with a pack of full-length papers and the reports that come with them. If the difficulty is not what you need, you have spent very little finding that out.
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