Purchase dbt Labs : dbt-Analytics-Engineering Exam Materials and then pass exam easily
Updated: Oct 10, 2026
No. of Questions: 359 Questions & Answers with Testing Engine
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dbt Labs dbt-Analytics-Engineering Exam Overview:
| Certification Vendor: | dbt Labs |
|---|---|
| Exam Name: | dbt Analytics Engineering Certification Exam |
| Exam Number: | dbt-analytics-engineering-certification |
| Exam Price: | $100 USD (varies by region) |
| Certificate Validity Period: | 2 years |
| Exam Format: | Multiple choice, Multiple select |
| Passing Score: | Not publicly disclosed |
| Available Languages: | English |
| Real Exam Qty: | Not publicly disclosed (commonly reported ~60–70 questions) |
| Exam Duration: | 120 minutes |
| Recommended Training: | dbt Documentation dbt Learn |
| Exam Registration: | dbt Labs official site dbt Certification Portal |
| Sample Questions: | dbt Labs dbt-Analytics-Engineering Sample Questions |
| Exam Way: | Online proctored exam (via dbt Labs certification platform / authorized proctoring provider) |
| Pre Condition: | No formal prerequisites required; strong SQL and data modeling knowledge recommended |
| Official Syllabus URL: | https://www.getdbt.com/certification |
dbt Labs dbt-Analytics-Engineering Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Deployment and Orchestration | - Environments and workflows
|
| Documentation and Lineage | - dbt documentation system
|
| Testing and Data Quality | - Built-in and custom tests
|
| Analytics Engineering Foundations | - SQL proficiency for analytics
|
| dbt Core Concepts | - Models and materializations
|
dbt Labs dbt Analytics Engineering Certification Sample Questions:
The dataset you work with contains personally identifiable information (PII). Which types of additional tooling might be necessary for your project beyond a core dbt implementation?
- A. Advanced statistical modeling tools.
- B. Enhanced data access governance and auditing tools.
- C. Data masking or tokenization solutions.
- D. Automated ETL pipelines
Correct Answer: B,C 🗳️
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(Multiple Select)
- A. materialized: view
- B. test-paths
- C. model-paths
- D. database
Correct Answer: B,C 🗳️
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(Multiple Select)
- A. Using clear and consistent naming conventions across models and macros.
- B. Encapsulating complex logic in well-named macros with descriptive comments.
- C. Minimizing explicit model dependencies to create loosely coupled components.
- D. Preferring long, monolithic SQL files with minimal CTEs.
Correct Answer: A,B 🗳️
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You've included the popular 'dbt-utils' package in your project. Where should you primarily expect to find the models and macros it offers?
- A. In the 'dbt_project.yml' file under a 'packages' section.
- B. Within the 'seeds' directory of your dbt project.
- C. Within your 'models' directory namespaced to distinguish them from your own models.
- D. Automatically materialized as new tables in your data warehouse.
Correct Answer: C 🗳️
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You need a way to document relationships between raw source tables, dbt models, and downstream Bl dashboards. What type of tool would be best suited for this task?
- A. A data catalog
- B. A version control system
- C. dbt's built-in documentation (dbt docs)
- D. A data profiling tool
Correct Answer: A 🗳️
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