About This Domain
Domain 5 — Automating Data Workloads — accounts for ~19% of the PDE certification exam. This domain evaluates your understanding of cloud composer (managed airflow), bigquery scheduled queries, data catalog for governance, and related concepts. Pipeline automation and monitoring. To pass this section you need practical knowledge of how these services and patterns work together in real-world architectures.
What You'll Be Tested On
- Cloud Composer (managed Airflow)
- BigQuery scheduled queries
- Data catalog for governance
- Monitoring and alerting
Key Google Cloud Services in This Domain
Study Strategy for Domain 5
This domain represents ~19% of the total exam, making it a significant scoring area. Balance theoretical study with hands-on practice.
Exam Tips for Domain 5
Cloud Composer orchestrates complex multi-step workflows with dependencies.
Frequently Asked Questions
How many questions on the PDE exam come from Domain 5?
Domain 5 (Automating Data Workloads) makes up ~19% of the PDE exam, approximately 16 questions.
What services should I focus on for Domain 5?
Key services include Automation.
How should I prepare for Automating Data Workloads questions?
Start by reviewing the key topics listed above, then practice with domain-specific questions. Focus on understanding real-world scenarios.
What's the best order to study the PDE domains?
Many candidates start with the highest-weighted domains first: Designing Data Processing Systems (~23%), Ingesting and Processing Data (~19%), Storing and Managing Data (~20%), Preparing Data for Analysis (~19%), Automating Data Workloads (~19%).
Practice Domain 5 Questions
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