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

User attributes

Topic in 1 exam domain

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User attributes · Feature · Looker
user attributes · Concept · Looker

Also called: Looker user attributes, user_attributes

Configurable profile parameters assigned to users or groups, where individual user assignments take precedence over group memberships.

Where this appears on the exam

1 subdomain in 1 of 5 domains

Domain 4
Preparing and using data for analysis
~15% of exam
1. 4.3Sharing data
  - Publishing reports and visualizations

How learners score on this topic

Last updated November 1, 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

User attributes

Topic in 1 exam domain

X LinkedIn Facebook Reddit

User attributes · Feature · Looker
user attributes · Concept · Looker

Also called: Looker user attributes, user_attributes

Configurable profile parameters assigned to users or groups, where individual user assignments take precedence over group memberships.

Where this appears on the exam

1 subdomain in 1 of 5 domains

Domain 4
Preparing and using data for analysis
~15% of exam
1. 4.3Sharing data
  - Publishing reports and visualizations

How learners score on this topic

Last updated November 1, 2026

Where this appears on the exam

Related topics

How learners score on this topic

Where this appears on the exam

Related topics

How learners score on this topic