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

schedule Dataform workflow with Workflows and Cloud Scheduler

Topic in 1 exam domain

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Creating an orchestration workflow in Workflows and adding a Cloud Scheduler job trigger to schedule Dataform runs.

Where this appears on the exam

1 subdomain in 1 of 5 domains

Domain 2
Ingesting and processing the data
~25% of exam
1. 2.3Deploying and operationalizing the pipelines
  - Job automation and orchestration (e.g., Cloud Composer and Workflows)

How learners score on this topic

Last updated October 29, 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

schedule Dataform workflow with Workflows and Cloud Scheduler

Topic in 1 exam domain

X LinkedIn Facebook Reddit

Creating an orchestration workflow in Workflows and adding a Cloud Scheduler job trigger to schedule Dataform runs.

Where this appears on the exam

1 subdomain in 1 of 5 domains

Domain 2
Ingesting and processing the data
~25% of exam
1. 2.3Deploying and operationalizing the pipelines
  - Job automation and orchestration (e.g., Cloud Composer and Workflows)

How learners score on this topic

Last updated October 29, 2026