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

Concept

deployment pipeline

Topic in 1 exam domain

Also called: deployment pipelines

An automated process that deploys code or prebuilt artifacts to a test or production environment.

Where this appears on the exam

1 objective in 1 of 5 domains

Domain 2
Ingesting and processing the data
~25% of exam
1. 2.3Deploying and operationalizing the pipelines
  - CI/CD (Continuous Integration and Continuous Deployment)

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

Concept

deployment pipeline

Topic in 1 exam domain

Also called: deployment pipelines

An automated process that deploys code or prebuilt artifacts to a test or production environment.

Where this appears on the exam

1 objective in 1 of 5 domains

Domain 2
Ingesting and processing the data
~25% of exam
1. 2.3Deploying and operationalizing the pipelines
  - CI/CD (Continuous Integration and Continuous Deployment)

How learners score on this topic

Last updated October 15, 2026