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Everything needed to plan for the Databricks Data Engineer Associate (Databricks-DE-Associate) exam: number of questions, time limit, passing score, and the official domain weightings. For the study checklist itself, see the Databricks-DE-Associate study guide.
Databricks Data Engineer Associate (Databricks-DE-Associate) is a Associate level Databricks certification exam with about 60 questions in 90 minutes, requiring 70% to pass. It covers 5 official domains: ELT with Spark SQL and Python (29%); Databricks Lakehouse Platform (24%); Incremental Data Processing (22%); Production Pipelines (16%); Data Governance (9%).
Exam code
Databricks-DE-Associate
Questions
~60
Time limit
90 min
Passing score
70%
Official domains
5
Level
Associate
Provider
Databricks
Practice questions
300+ on CertStud
| Domain | Weight | What it covers |
|---|---|---|
| ELT with Spark SQL and Python | 29% | Extract, Load, and Transform data using Spark SQL and Python |
| Databricks Lakehouse Platform | 24% | Understand the Databricks Lakehouse Platform architecture, components, and capabilities |
| Incremental Data Processing | 22% | Process data incrementally using Delta Live Tables, Structured Streaming, and Auto Loader |
| Production Pipelines | 16% | Build and manage production data pipelines with orchestration and monitoring |
| Data Governance | 9% | Implement data governance, security, and privacy controls |
Percentages reflect published official domain weightings. Prerequisite knowledge and current scoring rules are confirmed on the Databricks exam page before booking.
The Databricks-DE-Associate exam has approximately 60 questions. Question counts can vary slightly between deliveries, so treat 60 as the planning figure rather than a fixed number.
Candidates get about 90 minutes to complete the Databricks-DE-Associate exam, which works out to roughly 2 minute(s) per question at 60 questions.
The Databricks-DE-Associate exam requires 70% to pass. Scores are reported on a scaled rather than a raw percentage basis, so a passing result does not correspond to a simple count of correct answers.
The Databricks-DE-Associate exam covers 5 official domains: Databricks Lakehouse Platform (24%), ELT with Spark SQL and Python (29%), Incremental Data Processing (22%), Production Pipelines (16%), Data Governance (9%).
ELT with Spark SQL and Python carries the heaviest weighting on the Databricks-DE-Associate exam at 29% of the exam. Extract, Load, and Transform data using Spark SQL and Python
Databricks-DE-Associate is the exam code for Databricks Data Engineer Associate (Databricks Certified Data Engineer Associate), a Associate level Databricks certification exam covering 5 domains.
The Databricks-DE-Associate exam reports 70% on a scaled score. Plan for roughly 60 questions across 90 minutes, weighted by domain: 29% ELT with Spark SQL and Python, 24% Databricks Lakehouse Platform, 22% Incremental Data Processing, 16% Production Pipelines, 9% Data Governance.
CertStud offers free Databricks-DE-Associate practice questions with detailed explanations, plus full-length practice exams and flashcards at https://certstud.com/certifications/databricks/data-engineer-associate. Start with 10 free questions at https://certstud.com/try-free.