Professional Data Engineer

Build and operate the data processing systems behind analytics and ML on Google Cloud, including BigQuery, Dataflow, and Pub/Sub, and track your readiness for the Professional Data Engineer exam.

Advanced

Prepare and test your skills

Advanced

Prepare and test your skills

Task

Pause an Airflow DAG

Topic in 1 exam domain

Pausing the scheduled execution of an Airflow DAG from the BigQuery Scheduling interface.

Where this appears on the exam

1 objective in 1 of 5 domains

Domain 5
Maintaining and automating data workloads
~18% of exam
1. 5.2Designing automation and repeatability
  - Creating directed acyclic graphs (DAGs) for Cloud Composer

How learners score on this topic

Last updated October 15, 2026

Professional Data Engineer

Build and operate the data processing systems behind analytics and ML on Google Cloud, including BigQuery, Dataflow, and Pub/Sub, and track your readiness for the Professional Data Engineer exam.

Advanced

Prepare and test your skills

Advanced

Prepare and test your skills

Task

Pause an Airflow DAG

Topic in 1 exam domain

Pausing the scheduled execution of an Airflow DAG from the BigQuery Scheduling interface.

Where this appears on the exam

1 objective in 1 of 5 domains

Domain 5
Maintaining and automating data workloads
~18% of exam
1. 5.2Designing automation and repeatability
  - Creating directed acyclic graphs (DAGs) for Cloud Composer

How learners score on this topic

Last updated October 15, 2026