Databricks Certified Data Engineer Associate

Pass rate

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Databricks Certified Data Engineer Associate Pass Rate

PR000054

The score you need to pass the Databricks Certified Data Engineer Associate certification exam, what the cut score actually means, and how to read your mock results against it.

70% to pass
45 questions
1.8/10 difficulty

The number you need to hit

Published cut score for this certification.

Passing score
70%
Not published by the provider
Margin
30%
room for wrong answers, on a flat mock
Wrong answers allowed
14
out of 45 questions

Pass score vs pass rate

Two different numbers that get mixed up constantly.

Pass score (cut score)

The scaled score the vendor publishes. For the Databricks Certified Data Engineer Associate it is 70%. This is the number you can actually prepare against, and it is the one that decides your result on exam day.

Pass rate (percentage of candidates)

The share of candidates who pass. Databricks generally does not publish this for individual exams, and the numbers you find online usually come from candidate self-reported surveys. We would rather tell you nothing than tell you a figure we cannot source.

Where you lose points

The exam is not scored flat. Each domain carries its own weight, so a domain where you lose everything can sink a score that looks fine on paper.

Implementing CI/CD10%

Losing this domain entirely costs you 10% of the exam, and it has 5 practice questions here.

Governance and Security15%

Losing this domain entirely costs you 15% of the exam, and it has 7 practice questions here.

Data Ingestion and Loading21%

Losing this domain entirely costs you 21% of the exam, and it has 9 practice questions here.

Working with Lakeflow Jobs16%

Losing this domain entirely costs you 16% of the exam, and it has 7 practice questions here.

Databricks Intelligence Platform6%

Losing this domain entirely costs you 6% of the exam, and it has 3 practice questions here.

Data Transformation and Modeling22%

Losing this domain entirely costs you 22% of the exam, and it has 10 practice questions here.

Troubleshooting, Monitoring, and Optimization10%

Losing this domain entirely costs you 10% of the exam, and it has 4 practice questions here.

The practical version: the Databricks Certified Data Engineer Associate is not passed by knowing most of the content. It is passed by being strong in the domains that carry weight, and by not leaving one of them empty.

More about the Databricks Certified Data Engineer Associate exam

Explore the rest of this page series: format, cost, difficulty, requirements and how to prepare.

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Frequently asked questions

Everything you need to know about the Databricks Certified Data Engineer Associate exam.