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Google GCP-DE Q&A - in .pdf
- Exam Code: GCP-DE
- Exam Name: Data Engineer
- Updated: Oct 05, 2026
- Q & A: 77 Questions and Answers
- PDF Price: $59.99
- Printable Google GCP-DE PDF Format. It is an electronic file format regardless of the operating system platform.
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Google GCP-DE Q&A - Testing Engine
- Exam Code: GCP-DE
- Exam Name: Data Engineer
- Updated: Oct 05, 2026
- Q & A: 77 Questions and Answers
- Install on multiple computers for self-paced, at-your-convenience training.
- PC Test Engine Price: $59.99
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About Google Data Engineer - GCP-DE Exam Actual Tests
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Google GCP-DE Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Ingesting and processing data | 25% | - Transforming data
|
| Topic 2: Preparing data for analysis and machine learning | 13% | - Preparing data for ML
|
| Topic 3: Designing data processing systems | 24% | - Planning data solutions
|
| Topic 4: Maintaining and automating data workloads | 18% | - Automation and optimization
|
| Topic 5: Storing and managing data | 20% | - Optimizing storage performance and cost
|
Google Data Engineer Sample Questions:
Question #1
Each analytics team in your organization is running BigQuery jobs in their own projects. You want to enable each team to monitor slot usage within their projects. What should you do?
- A. Create a log export for each project, capture the BigQuery job execution logs, create a custom metric based on the totalSlotMs, and create a Stackdriver Monitoring dashboard based on the custom metric
- B. Create a Stackdriver Monitoring dashboard based on the BigQuery metric slots/allocated_for_project
- C. Create an aggregated log export at the organization level, capture the BigQuery job execution logs, create a custom metric based on the totalSlotMs, and create a Stackdriver Monitoring dashboard based on the custom metric
- D. Create a Stackdriver Monitoring dashboard based on the BigQuery metric query/scanned_bytes
Correct Answer: C 🗳️
Question #2
When a Cloud Bigtable node fails, is lost.
- A. the last transaction
- B. no data
- C. all data
- D. the time dimension
Correct Answer: B 🗳️
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Question #3
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 Scheduler
- B. Cloud Composer
- C. Cloud Dataflow
- D. Cloud Functions
Correct Answer: A 🗳️
Question #4
You are building a new application that you need to collect data from in a scalable way. Data arrives continuously from the application throughout the day, and you expect to generate approximately 150 GB of JSON data per day by the end of the year. Your requirements are: Decoupling producer from consumer Space and cost-efficient storage of the raw ingested data, which is to be stored indefinitely Near real-time SQL query Maintain at least 2 years of historical data, which will be queried with SQ Which pipeline should you use to meet these requirements?
- A. Write a tool to poll the API and write data to Cloud Storage as gzipped JSON files.
- B. Create an application that publishes events to Cloud Pub/Sub, and create Spark jobs on Cloud Dataproc to convert the JSON data to Avro format, stored on HDFS on Persistent Disk.
- C. Create an application that publishes events to Cloud Pub/Sub, and create a Cloud Dataflow pipeline that transforms the JSON event payloads to Avro, writing the data to Cloud Storage and BigQuery.
- D. Create an application that writes to a Cloud SQL database to store the dat
- E. Create an application that provides an AP
- F. Set up periodic exports of the database to write to Cloud Storage and load into BigQuery.
Correct Answer: E 🗳️
Question #5
Flowlogistic's management has determined that the current Apache Kafka servers cannot handle the data volume for their real-time inventory tracking system. You need to build a new system on Google Cloud Platform (GCP) that will feed the proprietary tracking software. The system must be able to ingest data from a variety of global sources, process and query in real-time, and store the data reliably. Which combination of GCP products should you choose?
- A. Cloud Pub/Sub, Cloud Dataflow, and Local SSD
- B. Cloud Load Balancing, Cloud Dataflow, and Cloud Storage
- C. Cloud Pub/Sub, Cloud SQL, and Cloud Storage
- D. Cloud Pub/Sub, Cloud Dataflow, and Cloud Storage
Correct Answer: C 🗳️
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