DBT Analytics Engineering
Certification Exam 2026 Exam
Questions and Correct
Answers | New Update
What is the recommended approach for fixing a Database Error?
1) Review the warehouse documentation
2) Rewrite all SQL queries
3) Delete the entire project
4) Start a new dbt project - ANSWER ✔✔Review the warehouse
documentation.
,To fix a Database Error, you should review the documentation of your
data warehouse, such as Snowflake or BigQuery docs, to debug the
specific error.
Reference:https://docs.getdbt.com/guides/debug-errors?
In a dbt project, what happens if a model fails during a CI build?
1) The model is automatically fixed by dbt
2) The CI build is considered successful
3) The CI build stops and the failure is reported
4) The model is excluded from future CI builds - ANSWER ✔✔The CI
build stops and the failure is reported.
If a model fails during a CI build in dbt, the build stops, and the failure is
reported, preventing the faulty code from being merged into the main
branch.
Reference:https://courses.getdbt.com/courses/take/advanced-
deployment/texts/39437556-review
How does the one-off job approach differ from unified jobs in dbt?
, 1) It builds the entire DAG every time.
2) It focuses on individual tasks without regard to others.
3) It only refreshes incremental models.
4) It uses a different set of dbt commands. - ANSWER ✔✔It focuses
on individual tasks without regard to others.
One-off jobs focus on individual tasks, possibly leading to redundant
rebuilds.
Reference:https://courses.getdbt.com/courses/take/advanced-
deployment/texts/39437552-review
What are "macros" in the context of dbt projects?
1) Code blocks for configuring models
2) Blocks of code for bulk configurations
3) Blocks of SQL queries
4) Docs for your project - ANSWER ✔✔Code blocks for configuring
models.
3
COPYRIGHT©JOSHCLAY 2025/2026. YEAR PUBLISHED 2026. COMPANY REGISTRATION NUMBER: 619652435. TERMS OF USE. PRIVACY
STATEMENT. ALL RIGHTS RESERVED
Certification Exam 2026 Exam
Questions and Correct
Answers | New Update
What is the recommended approach for fixing a Database Error?
1) Review the warehouse documentation
2) Rewrite all SQL queries
3) Delete the entire project
4) Start a new dbt project - ANSWER ✔✔Review the warehouse
documentation.
,To fix a Database Error, you should review the documentation of your
data warehouse, such as Snowflake or BigQuery docs, to debug the
specific error.
Reference:https://docs.getdbt.com/guides/debug-errors?
In a dbt project, what happens if a model fails during a CI build?
1) The model is automatically fixed by dbt
2) The CI build is considered successful
3) The CI build stops and the failure is reported
4) The model is excluded from future CI builds - ANSWER ✔✔The CI
build stops and the failure is reported.
If a model fails during a CI build in dbt, the build stops, and the failure is
reported, preventing the faulty code from being merged into the main
branch.
Reference:https://courses.getdbt.com/courses/take/advanced-
deployment/texts/39437556-review
How does the one-off job approach differ from unified jobs in dbt?
, 1) It builds the entire DAG every time.
2) It focuses on individual tasks without regard to others.
3) It only refreshes incremental models.
4) It uses a different set of dbt commands. - ANSWER ✔✔It focuses
on individual tasks without regard to others.
One-off jobs focus on individual tasks, possibly leading to redundant
rebuilds.
Reference:https://courses.getdbt.com/courses/take/advanced-
deployment/texts/39437552-review
What are "macros" in the context of dbt projects?
1) Code blocks for configuring models
2) Blocks of code for bulk configurations
3) Blocks of SQL queries
4) Docs for your project - ANSWER ✔✔Code blocks for configuring
models.
3
COPYRIGHT©JOSHCLAY 2025/2026. YEAR PUBLISHED 2026. COMPANY REGISTRATION NUMBER: 619652435. TERMS OF USE. PRIVACY
STATEMENT. ALL RIGHTS RESERVED
