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

Google Cloud feature

perimeter bridge

Topic in 2 exam domains

perimeter bridge · Feature · VPC Service Controls
perimeter bridge · Concept · VPC Service Controls

Also called: Bridges, perimeter bridges

A VPC Service Controls feature allowing projects in different perimeters to communicate and share services without merging perimeters.

Where this appears on the exam

2 objectives in 2 of 5 domains

Domain 1
Designing data processing systems
~22% of exam
1. 1.1Designing for security and compliance
  - Designing the project, dataset, and table architecture to ensure proper data governance
Domain 4
Preparing and using data for analysis
~15% of exam
1. 4.3Sharing data
  - BigQuery sharing (Analytics Hub)

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

Google Cloud feature

perimeter bridge

Topic in 2 exam domains

perimeter bridge · Feature · VPC Service Controls
perimeter bridge · Concept · VPC Service Controls

Also called: Bridges, perimeter bridges

A VPC Service Controls feature allowing projects in different perimeters to communicate and share services without merging perimeters.

Where this appears on the exam

2 objectives in 2 of 5 domains

Domain 1
Designing data processing systems
~22% of exam
1. 1.1Designing for security and compliance
  - Designing the project, dataset, and table architecture to ensure proper data governance
Domain 4
Preparing and using data for analysis
~15% of exam
1. 4.3Sharing data
  - BigQuery sharing (Analytics Hub)

How learners score on this topic

Last updated October 15, 2026

Where this appears on the exam

Related topics

Depends on

Works with

Alternatives

How learners score on this topic

Where this appears on the exam

Related topics

Depends on

Works with

Alternatives

How learners score on this topic