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Google Professional-Data-Engineer Exam With Confidence Using Practice Dumps

Exam Code:
Professional-Data-Engineer
Exam Name:
Google Professional Data Engineer Exam
Certification:
Google Cloud Certified
Vendor:
Google
Questions:
400
Last Updated:
May 3, 2026
Exam Status:
Stable
Google Professional-Data-Engineer

Professional-Data-Engineer: Google Cloud Certified Exam 2025 Study Guide Pdf and Test Engine

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Google Professional Data Engineer Exam Questions and Answers

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Question 1

Your company maintains a hybrid deployment with GCP, where analytics are performed on your anonymized customer data. The data are imported to Cloud Storage from your data center through parallel uploads to a data transfer server running on GCP. Management informs you that the daily transfers take too long and have

asked you to fix the problem. You want to maximize transfer speeds. Which action should you take?

Options:

A.

Increase the CPU size on your server.

B.

Increase the size of the Google Persistent Disk on your server.

C.

Increase your network bandwidth from your datacenter to GCP.

D.

Increase your network bandwidth from Compute Engine to Cloud Storage.

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Question 2

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

Options:

A.

Storage, queries, and streaming inserts

B.

Storage, queries, and loading data from a file

C.

Storage, queries, and exporting data

D.

Queries and streaming inserts

Question 3

Which of the following IAM roles does your Compute Engine account require to be able to run pipeline jobs?

Options:

A.

dataflow.worker

B.

dataflow.compute

C.

dataflow.developer

D.

dataflow.viewer

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