Google : GCP-DE Questions & Answers
Updated: Aug 21, 2026
No. of Questions: 77 Questions & Answers with Testing Engine
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Google GCP-DE Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Designing data processing systems | 22%-27% | - Designing for data ingestion
|
| Building and operationalizing data processing systems | 28%-33% | - Operationalizing systems
|
| Ensuring solution quality | 20%-25% | - Security and compliance
|
| Managing and optimizing solutions | 20%-25% | - Reliability and scalability
|
Google Data Engineer Sample Questions:
1. 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) BigQuery and Cloud Bigtable
B) Cloud Datastore and Cloud Bigtable
C) Cloud Bigtable and Cloud SQL
D) BigQuery and Cloud Storage
2. You are designing the database schema for a machine learning-based food ordering service that will predict what users want to eat. Here is some of the information you need to store:
The user profile: What the user likes and doesn't like to eat
The user account information: Name, address, preferred meal times
The order information: When orders are made, from where, to whom
The database will be used to store all the transactional data of the product. You want to optimize the data schem a. Which Google Cloud Platform product should you use?
A) Cloud SQL
B) BigQuery
C) Cloud Datastore
D) Cloud Bigtable
3. Which Cloud Dataflow / Beam feature should you use to aggregate data in an unbounded data source every hour based on the time when the data entered the pipeline?
A) An event time trigger
B) An hourly watermark
C) A processing time trigger
D) The with Allowed Lateness method
4. Which of these sources can you not load data into BigQuery from?
A) Google Cloud Storage
B) Google Cloud SQL
C) Google Drive
D) File upload
5. You have a data stored in BigQuery. The data in the BigQuery dataset must be highly available. You need to define a storage, backup, and recovery strategy of this data that minimizes cost. How should you configure the BigQuery table?
A) Set the BigQuery dataset to be multi-regional
B) Create a scheduled query to make copies of the data to tables suffixed with the time of the backup
C) In the event of an emergency, use a point-in-time snapshot to recover the data.
D) Set the BigQuery dataset to be multi-regional
E) Set the BigQuery dataset to be regiona
F) In the event of an emergency, use the backup copy of the table.
G) In the event of an emergency, use a point-in-time snapshot to recover the data.
H) In the event of an emergency, use the backup copy of the table.
I) Set the BigQuery dataset to be regiona
J) Create a scheduled query to make copies of the data to tables suffixed with the time of the backu
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: C |
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