Domain 01
Developing dbt Models
20%
Building and developing dbt models for data transformation.
Model typesMaterializationsIncremental modelsModel configurationref() and source()CTEs and SQL styleJinja templating
dbt Labs
dbt Analytics Engineering Certification Exam
Code: DBT-ANALYTICS-ENGINEER
The Analytics Engineering Certification Exam evaluates your ability to build, test, and maintain models for data accessibility while using dbt to apply engineering principles to analytics infrastructure.
65
Questions
120m
Time Limit
650
Pass Score
8
Domains
1906
Practice Bank
Exam Domains
Domain 02
Understanding dbt Models Governance
15%
Managing model governance, access controls, and organizational standards.
Model contractsAccess controlsModel versioningdbt MeshNaming conventions
Domain 03
Debugging Data Modeling Errors
10%
Identifying and resolving data modeling issues.
Compilation errorsRuntime errorsdbt logsdbt debugCommon pitfalls
Domain 04
Managing Data Pipelines
15%
Orchestrating and managing dbt pipelines.
dbt commandsNode selectionSourcesSeedsSnapshotsHooks
Domain 05
Implementing dbt Tests
15%
Implementing data quality tests in dbt.
Generic testsSingular testsTest configurationTesting strategiesdbt packages for testingUnit tests
Domain 06
Creating and Maintaining dbt Documentation
10%
Documenting models and generating documentation sites.
Model documentationColumn descriptionsdbt docs generatedbt docs serveLineage graphs
Domain 07
Implementing and Maintaining External Dependencies
10%
Working with packages and external dependencies.
Packagesdbt_utilsdbt_expectationsPackage versioningCustom packages
Domain 08
Leveraging the dbt State
5%
Using dbt state for incremental runs and CI/CD.
dbt artifactsState comparisonDeferred runsdbt Cloud CI
2,000+ Questions
Industry-standard simulation of the actual exam environment.
Timed Exams
Practice under pressure with realistic time constraints.
Detailed Explanations
Understand the why behind every single answer choice.
Progress Tracking
Advanced analytics to identify your weak domains.
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