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dbt Analytics Engineering Certification Exam Practice Exam

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.

Exam Details

Official DBT-ANALYTICS-ENGINEER exam format

Questions
65
Time Limit
120 minutes
Passing Score
650/100
Domains
8
1,500+
Practice Questions
100
Unique Practice Exams

Exam Domains

The dbt Analytics Engineering Certification Exam exam covers 8 domains with different weight percentages

Domain 1: Developing dbt Models

20%

Building and developing dbt models for data transformation.

Topics covered:
  • Model types
  • Materializations
  • Incremental models
  • Model configuration
  • ref() and source()
  • CTEs and SQL style
  • Jinja templating

Domain 2: Understanding dbt Models Governance

15%

Managing model governance, access controls, and organizational standards.

Topics covered:
  • Model contracts
  • Access controls
  • Model versioning
  • dbt Mesh
  • Naming conventions

Domain 3: Debugging Data Modeling Errors

10%

Identifying and resolving data modeling issues.

Topics covered:
  • Compilation errors
  • Runtime errors
  • dbt logs
  • dbt debug
  • Common pitfalls

Domain 4: Managing Data Pipelines

15%

Orchestrating and managing dbt pipelines.

Topics covered:
  • dbt commands
  • Node selection
  • Sources
  • Seeds
  • Snapshots
  • Hooks

Domain 5: Implementing dbt Tests

15%

Implementing data quality tests in dbt.

Topics covered:
  • Generic tests
  • Singular tests
  • Test configuration
  • Testing strategies
  • dbt packages for testing
  • Unit tests

Domain 6: Creating and Maintaining dbt Documentation

10%

Documenting models and generating documentation sites.

Topics covered:
  • Model documentation
  • Column descriptions
  • dbt docs generate
  • dbt docs serve
  • Lineage graphs

Domain 7: Implementing and Maintaining External Dependencies

10%

Working with packages and external dependencies.

Topics covered:
  • Packages
  • dbt_utils
  • dbt_expectations
  • Package versioning
  • Custom packages

Domain 8: Leveraging the dbt State

5%

Using dbt state for incremental runs and CI/CD.

Topics covered:
  • dbt artifacts
  • State comparison
  • Deferred runs
  • dbt Cloud CI

What You Get with BetaStudy

1,500+ Questions

Comprehensive question bank covering all exam domains

Timed Exams

Practice under real exam conditions with 120-minute timer

Detailed Explanations

Understand why answers are correct with detailed explanations

Progress Tracking

Track your performance by domain and watch yourself improve

Frequently Asked Questions

Common questions about the dbt Analytics Engineering Certification Exam certification exam

How many questions are on the dbt Analytics Engineering Certification Exam exam?
The dbt Analytics Engineering Certification Exam (DBT-ANALYTICS-ENGINEER) exam contains 65 questions that must be completed within 120 minutes.
What is the passing score for dbt Analytics Engineering Certification Exam?
You need to score 650 out of 100 (650%) to pass the dbt Analytics Engineering Certification Exam certification exam.
What topics are covered in the dbt Analytics Engineering Certification Exam exam?
The exam covers 8 main domains: Developing dbt Models, Understanding dbt Models Governance, Debugging Data Modeling Errors, Managing Data Pipelines, Implementing dbt Tests, Creating and Maintaining dbt Documentation, Implementing and Maintaining External Dependencies, Leveraging the dbt State. Each domain has different weight percentages based on importance.
How can BetaStudy help me pass the dbt Analytics Engineering Certification Exam exam?
BetaStudy provides 1,500+ practice questions covering all 8 exam domains, 100 unique practice exams that simulate real exam conditions, detailed explanations for every answer, and progress tracking to identify your weak areas.
Are the practice questions updated for the latest DBT-ANALYTICS-ENGINEER exam?
Yes, our questions are automatically updated whenever the official exam syllabus changes. We monitor the official dbt Labs certification page and regenerate questions to match the current exam format.

Official Resources

Official Exam Guidedbt Labs Documentation

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