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Updated: Aug 20, 2026
No. of Questions: 77 Questions & Answers with Testing Engine
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Google GCP-DE Exam Overview:
| Certification Vendor: | Google Cloud |
| Exam Name: | Professional Data Engineer |
| Exam Number: | GCP-DE |
| Exam Duration: | 120 minutes |
| Available Languages: | English, Japanese |
| Exam Price: | $200 USD |
| Certificate Validity Period: | 2 years |
| Exam Format: | Multiple choice, Multiple select |
| Related Certifications: | Google Cloud Certified Professional Data Engineer |
| Real Exam Qty: | 50-60 |
| Passing Score: | Not publicly disclosed |
| Sample Questions: | Google GCP-DE Sample Questions |
| Exam Way: | Online proctored or onsite testing center |
| Pre Condition: | No formal prerequisites. Google recommends 3+ years of industry experience including 1+ years designing and managing solutions using Google Cloud. |
| Official Syllabus URL: | https://cloud.google.com/learn/certification/data-engineer |
Google GCP-DE Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Managing and optimizing solutions | 20%-25% | - Reliability and scalability
|
| Topic 2: Designing data processing systems | 22%-27% | - Designing data pipelines
|
| Topic 3: Building and operationalizing data processing systems | 28%-33% | - Building data processing systems
|
| Topic 4: Ensuring solution quality | 20%-25% | - Data quality management
|
Google Data Engineer Sample Questions:
1. 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 Datastore
B) BigQuery
C) Cloud SQL for PostgreSQL
D) Cloud Bigtable
2. All Google Cloud Bigtable client requests go through a front-end server they are sent to a Cloud Bigtable node.
A) after
B) before
C) once
D) only if
3. Which of these sources can you not load data into BigQuery from?
A) Google Cloud Storage
B) File upload
C) Google Drive
D) Google Cloud SQL
4. Which of the following job types are supported by Cloud Dataproc (select 3 answers)?
A) Pig
B) Hive
C) Spark
D) YARN
5. An online retailer has built their current application on Google App Engine. A new initiative at the company mandates that they extend their application to allow their customers to transact directly via the application.
They need to manage their shopping transactions and analyze combined data from multiple datasets using a business intelligence (BI) tool. They want to use only a single database for this purpose. Which Google Cloud database should they choose?
A) Cloud Datastore
B) Cloud BigTable
C) BigQuery
D) Cloud SQL
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B | Question # 3 Answer: D | Question # 4 Answer: A,B,C | Question # 5 Answer: B |
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