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

slots autoscaling

Topic in 1 exam domain

X LinkedIn Facebook Reddit

Also called: autoscaling reservations

A feature that automatically scales BigQuery reservations to meet workload demands.

Where this appears on the exam

1 subdomain in 1 of 5 domains

Domain 5
Maintaining and automating data workloads
~18% of exam
1. 5.3Organizing workloads based on business requirements
  - Capacity management (e.g., BigQuery Editions and reservations)

How learners score on this topic

Last updated October 23, 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

slots autoscaling

Topic in 1 exam domain

X LinkedIn Facebook Reddit

Also called: autoscaling reservations

A feature that automatically scales BigQuery reservations to meet workload demands.

Where this appears on the exam

1 subdomain in 1 of 5 domains

Domain 5
Maintaining and automating data workloads
~18% of exam
1. 5.3Organizing workloads based on business requirements
  - Capacity management (e.g., BigQuery Editions and reservations)

How learners score on this topic

Last updated October 23, 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