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Exam Code: GCP-DE
Exam Name: Data Engineer
Updated: Oct 25, 2026
Q & A: 77 Questions and Answers
GCP-DE Free Demo download
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| Certification Vendor: | Google Cloud |
|---|---|
| Exam Name: | Professional Data Engineer |
| Exam Number: | GCP-DE |
| Exam Format: | Multiple select, Multiple choice |
| Exam Price: | $200 USD |
| Certificate Validity Period: | 2 years |
| Exam Duration: | 120 minutes |
| Available Languages: | English, Japanese |
| Real Exam Qty: | 50-60 |
| Passing Score: | Not publicly disclosed |
| Related Certifications: | Google Cloud Certified Professional Data Engineer |
| 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 |
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Managing and optimizing solutions | 20%-25% | - Managing resources and costs
|
| Topic 2: Ensuring solution quality | 20%-25% | - Data quality management
|
| Topic 3: Designing data processing systems | 22%-27% | - Designing data pipelines
|
| Topic 4: Building and operationalizing data processing systems | 28%-33% | - Operationalizing systems
|
As of the latest information, the GCP-DE exam requires a passing score of Not publicly disclosed and a registration fee of $200 USD. Google may revise either figure, so confirm both on the official site before scheduling.
Google lists these prerequisites for the Google Data Engineer: No formal prerequisites. Google recommends 3+ years of industry experience including 1+ years designing and managing solutions using Google Cloud..
Check the current requirements on the official certification page before booking.
Upon successful payment, our system automatically emails the product to your mailbox — typically within about a minute — with an instant download link on screen. If nothing arrives within two hours, check your spam folder and contact us; 24/7 customer assisting is always available. After purchase, you enjoy 365 days of free updates: whenever a new version is released, we send the updated bank to your email — you just need to check your mailbox. A 50% renewal discount follows at the end of the period.
Smart preparation means current materials, verified answers, and a schedule that fits real life. The GCP-DE bank is written by a team of Google experts and certified trainers, and our colleagues check it continuously for updates so accuracy never drifts. You practice in your spare time — no classes required — with expert-verified answers across the Google Data Engineer objectives. Before purchase, a free demo is downloadable for reference; after purchase, updates arrive by email for 365 days and 24/7 customer assisting handles any question. That combination is the smart way.
Written down and honored. If you fail the corresponding exam within 60 days of purchase, send us a scanned copy of your enrollment slip and your official Score Report PDF within two days of the exam date; once the documents are confirmed, the full refund is processed within seven days. Exclusions: exams taken within three days of purchase, candidate names that differ from the payer, and free or expired products. Alternatively — if you have another test in mind — you may wait for the next update or exchange your product for two others of equal value at no cost.
Per current exam information, the GCP-DE exam contains 50-60 questions within a 120 minutes-minute limit. Practicing under those exact conditions removes the format shock on exam day.
The Google Data Engineer blueprint centers on these main domains:
The full official outline continues with further domains; the question bank covers them all.
You are developing an application on Google Cloud that will automatically generate subject labels for users' blog posts. You are under competitive pressure to add this feature quickly, and you have no additional developer resources. No one on your team has experience with machine learning. What should you do?
Correct Answer: J 🗳️
Suppose you have a table that includes a nested column called "city" inside a column called "person", but when you try to submit the following query in BigQuery, it gives you an error.
SELECT person FROM `project1.example.table1` WHERE city = "London"
How would you correct the error?
Correct Answer: A 🗳️
Explanation: Only visible for FreePdfDump members. You can sign-up / login (it's free).
What is the general recommendation when designing your row keys for a Cloud Bigtable schema?
Correct Answer: B 🗳️
Explanation: Only visible for FreePdfDump members. You can sign-up / login (it's free).
When a Cloud Bigtable node fails, is lost.
Correct Answer: D 🗳️
Explanation: Only visible for FreePdfDump members. You can sign-up / login (it's free).
You are building a new data pipeline to share data between two different types of applications: jobs generators and job runners. Your solution must scale to accommodate increases in usage and must accommodate the addition of new applications without negatively affecting the performance of existing ones. What should you do?
Correct Answer: A 🗳️
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