Google GCP-DE Exam : Data Engineer

GCP-DE
  • Exam Code: GCP-DE
  • Exam Name: Data Engineer
  • Updated: Oct 08, 2026
  • Q & A: 77 Questions and Answers

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About Google GCP-DE Exam

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Google GCP-DE Exam Syllabus Topics:

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

Google Data Engineer Sample Questions:

Question #1

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

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

Correct Answer: B  🗳️

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Question #2

You are implementing several batch jobs that must be executed on a schedule. These jobs have many interdependent steps that must be executed in a specific order. Portions of the jobs involve executing shell scripts, running Hadoop jobs, and running queries in BigQuery. The jobs are expected to run for many minutes up to several hours. If the steps fail, they must be retried a fixed number of times. Which service should you use to manage the execution of these jobs?

  • A. Cloud Composer
  • B. Cloud Scheduler
  • C. Cloud Functions
  • D. Cloud Dataflow
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Question #3

MJTelco is building a custom interface to share dat
a. They have these requirements:
They need to do aggregations over their petabyte-scale datasets.
They need to scan specific time range rows with a very fast response time (milliseconds). Which combination of Google Cloud Platform products should you recommend?

  • A. Cloud Bigtable and Cloud SQL
  • B. BigQuery and Cloud Storage
  • C. Cloud Datastore and Cloud Bigtable
  • D. BigQuery and Cloud Bigtable
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Question #4

You work for a global shipping company. You want to train a model on 40 TB of data to predict which ships in each geographic region are likely to cause delivery delays on any given day. The model will be based on multiple attributes collected from multiple sources. Telemetry data, including location in GeoJSON format, will be pulled from each ship and loaded every hour. You want to have a dashboard that shows how many and which ships are likely to cause delays within a region. You want to use a storage solution that has native functionality for prediction and geospatial processing. Which storage solution should you use?

  • A. Cloud Bigtable
  • B. BigQuery
  • C. Cloud Datastore
  • D. Cloud SQL for PostgreSQL
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Question #5

By default, which of the following windowing behavior does Dataflow apply to unbounded data sets?

  • A. Single, Global Window
  • B. Windows at every 10 minutes
  • C. Windows at every 1 minute
  • D. Windows at every 100 MB of data
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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