Apache Airflow DAG Authoring

Exam format

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Apache Airflow DAG Authoring Exam Format

AF3-DA

Everything the official exam blueprint specifies: question count, time limit, scoring and the weight each domain carries. The Apache Airflow DAG Authoring certification by Astronomer validates a professional's ability to design, develop, test, and deploy robust Directed Acyclic Graphs (DAGs) using Apache Airflow. The exam emphasizes hands-on skills in building dynamic pipelines, leveraging TaskFlow API, implementing advanced patterns like branching and triggers, and ensuring code quality through rigorous testing. Certified individuals demonstrate deep proficiency in the Astronomer ecosystem and best practices for scalable workflow orchestration.

75 questions
60 min
70% to pass
5 domains

Exam facts at a glance

What we know about this exam, and where the information comes from.

SpecificationValue
Questions75
Time limit60 minutes (48s per question)
Passing score70%
Domains5
LevelAssociate
Question bank here75 questions
SourceCertilum's own record — the vendor does not publish this figure

Official domain weights

The percentage of the exam each domain carries. Weight your revision by these numbers, not by what you find hardest.

DomainWeightTopicsPractice Qs
Operators and Hooks25%
  • Using built-in operators (PythonOperator, BashOperator, PostgresOperator)
  • Creating and customizing task-level parameters and templates
  • Implementing sensors and timeouts
  • +2 more
19
Advanced DAG Authoring25%
  • Designing dynamic DAGs and parameterized templates
  • Implementing branching, triggers, and conditional logic
  • Understanding TaskFlow API and the @dag and @task decorators
  • +2 more
19
Deployment and Security10%
  • Managing environment variables and secrets
  • Configuring role-based access controls (RBAC) for DAGs
  • Packaging DAGs for Astronomer deployments
  • +2 more
7
DAG Development Fundamentals25%
  • Defining DAGs using Python and context managers
  • Configuring default_args and DAG parameters
  • Understanding the role of the Airflow Scheduler and Executor
  • +2 more
19
Testing and Quality Assurance15%
  • Writing unit tests for DAGs and operators
  • Using the Airflow LocalExecutor and test configurations
  • Implementing DAG validation and linting (pytest-airflow)
  • +2 more
11

The heaviest domain is Operators and Hooks at 25%, and that is where lost points cost you the most. Certilum scores you per domain so you can see the difference between a knowledge gap and a formatting problem.

Note from the vendor record: 75-question, 60-min exam, 70% pass mark. 30 days from purchase to complete it; paid Astronomer customers get it free. Official exam page

More about the Apache Airflow DAG Authoring exam

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Everything you need to know about the Apache Airflow DAG Authoring exam.