Google GCP-DE exam : Data Engineer

GCP-DE Exam Simulator
  • Exam Code: GCP-DE
  • Exam Name: Data Engineer
  • Updated: Oct 02, 2026
  • Q & A: 77 Questions and Answers

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Google GCP-DE Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Maintaining and automating data workloads18%- Operationalizing workloads
  • 1. Ensuring reliability and recoverability
  • 2. Monitoring and troubleshooting pipelines
  • 3. Orchestrating and scheduling jobs
- Automation and optimization
  • 1. Optimizing resource usage and costs
  • 2. Automating deployment and management
Topic 2: Preparing data for analysis and machine learning13%- Enabling data analysis
  • 1. Implementing data sharing and governance
  • 2. Preparing datasets for querying and reporting
  • 3. Optimizing query performance
- Preparing data for ML
  • 1. Feature engineering and data preparation
  • 2. Supporting model training and serving
Topic 3: Designing data processing systems24%- Designing data pipelines
  • 1. Designing for data transformation and enrichment
  • 2. Planning for data migration and integration
  • 3. Defining architecture for batch and streaming processing
- Planning data solutions
  • 1. Planning for data security and compliance
  • 2. Designing for reliability, scalability, and efficiency
  • 3. Selecting appropriate storage solutions
Topic 4: Storing and managing data20%- Optimizing storage performance and cost
  • 1. Implementing cost optimization strategies
  • 2. Configuring storage for access patterns
- Implementing storage solutions
  • 1. Using data storage services appropriately
  • 2. Designing data warehouses and data lakes
  • 3. Managing data lifecycle and retention
Topic 5: Ingesting and processing data25%- Transforming data
  • 1. Managing schema evolution
  • 2. Optimizing transformations for performance
  • 3. Applying data processing logic
- Building data pipelines
  • 1. Developing batch and streaming workflows
  • 2. Implementing ingestion mechanisms
  • 3. Handling data quality and consistency

Google Data Engineer Sample Questions:

Question #1

What are all of the BigQuery operations that Google charges for?

  • A. Storage, queries, and exporting data
  • B. Storage, queries, and streaming inserts
  • C. Queries and streaming inserts
  • D. Storage, queries, and loading data from a file
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #2

You are designing storage for two relational tables that are part of a 10-TB database on Google Cloud. You want to support transactions that scale horizontally. You also want to optimize data for range queries on nonkey columns. What should you do?

  • A. Use Cloud SQL for storag
  • B. Use Cloud SQL for storag
  • C. Use Cloud Spanner for storag
  • D. Use Cloud Spanner for storag
  • E. Add secondary indexes to support query patterns.
  • F. Use Cloud Dataflow to transform data to support query patterns.
  • G. Use Cloud Dataflow to transform data to support query patterns.
  • H. Add secondary indexes to support query patterns.
Reveal Solution  Discussion  0

Correct Answer: F  🗳️

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Question #3

Which row keys are likely to cause a disproportionate number of reads and/or writes on a particular node in a Bigtable cluster (select 2 answers)?

  • A. A non-sequential numeric ID
  • B. A stock symbol followed by a timestamp
  • C. A sequential numeric ID
  • D. A timestamp followed by a stock symbol
Reveal Solution  Discussion  0

Correct Answer: C,D  🗳️

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Question #4

Which Google Cloud Platform service is an alternative to Hadoop with Hive?

  • A. Cloud Dataflow
  • B. BigQuery
  • C. Cloud Datastore
  • D. Cloud Bigtable
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #5

Which of the following is NOT one of the three main types of triggers that Dataflow supports?

  • A. Trigger based on element size in bytes
  • B. Trigger based on element count
  • C. Trigger that is a combination of other triggers
  • D. Trigger based on time
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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