Try and practice the latest Google : GCP-DE real questions & answers
Updated: Aug 21, 2026
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Google GCP-DE Exam Overview:
| Certification Vendor: | Google Cloud |
| Exam Name: | Google Cloud Professional Data Engineer Certification Exam |
| Exam Number: | PDE |
| Exam Duration: | 120 minutes |
| Related Certifications: | Google Cloud Associate Cloud Engineer Google Cloud Professional Machine Learning Engineer |
| Available Languages: | English, Japanese |
| Passing Score: | Not publicly disclosed |
| Exam Price: | $200 USD |
| Real Exam Qty: | Approximately 50–60 |
| Exam Format: | Multiple choice, Multiple select, Proctored online or onsite (Kryterion Webassessor) |
| Certificate Validity Period: | 2 years |
| Recommended Training: | Coursera - Google Cloud Data Engineering Professional Certificate Google Cloud Skills Boost - Data Engineering Path |
| Exam Registration: | Kryterion Webassessor Portal Google Cloud Certification Registration |
| Sample Questions: | Google GCP-DE Sample Questions |
| Exam Way: | Online proctored or test center (Kryterion Webassessor) |
| Pre Condition: | No mandatory prerequisites, but Associate Cloud Engineer or equivalent experience recommended |
| Official Syllabus URL: | https://cloud.google.com/certification/data-engineer |
Google GCP-DE Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Maintaining and optimizing data and ML solutions | 20% | - Machine learning integration
|
| Building and operationalizing data processing systems | 30% | - Data pipeline implementation
|
| Operationalizing data and ML pipelines | 30% | - Pipeline automation and orchestration
|
| Designing data processing systems | 20% | - Storage and data modeling
|
Google Data Engineer Sample Questions:
1. 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 Load Balancing, Cloud Dataflow, and Cloud Storage
B) Cloud Pub/Sub, Cloud Dataflow, and Cloud Storage
C) Cloud Pub/Sub, Cloud SQL, and Cloud Storage
D) Cloud Pub/Sub, Cloud Dataflow, and Local SSD
2. You launched a new gaming app almost three years ago. You have been uploading log files from the previous day to a separate Google BigQuery table with the table name format LOGS_yyyymmdd. You have been using table wildcard functions to generate daily and monthly reports for all time ranges. Recently, you discovered that some queries that cover long date ranges are exceeding the limit of 1,000 tables and failing. How can you resolve this issue?
A) Create separate views to cover each month, and query from these views
B) Convert the sharded tables into a single partitioned table
C) Enable query caching so you can cache data from previous months
D) Convert all daily log tables into date-partitioned tables
3. Which of these is not a supported method of putting data into a partitioned table?
A) Use ORDER BY to put a table's rows into chronological order and then change the table's type to "Partitioned".
B) Run a query to get the records for a specific day from an existing table and for the destination table, specify a partitioned table ending with the day in the format "$YYYYMMDD".
C) Create a partitioned table and stream new records to it every day.
D) If you have existing data in a separate file for each day, then create a partitioned table and upload each file into the appropriate partition.
4. You need to choose a database for a new project that has the following requirements:
Fully managed
Able to automatically scale up
Transactionally consistent
Able to scale up to 6 TB
Able to be queried using SQL Which database do you choose?
A) Cloud Datastore
B) Cloud SQL
C) Cloud Bigtable
D) Cloud Spanner
5. Which of the following is NOT true about Dataflow pipelines?
A) Dataflow pipelines are tied to Dataflow, and cannot be run on any other runner
B) Dataflow pipelines can be programmed in Java
C) Dataflow pipelines use a unified programming model, so can work both with streaming and batch data sources
D) Dataflow pipelines can consume data from other Google Cloud services
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: D | Question # 3 Answer: A | Question # 4 Answer: D | Question # 5 Answer: A |
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