- Exam Code: GCP-DE
- Exam Name: Data Engineer
- Updated: Oct 08, 2026
- Q & A: 77 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Storing and managing data | 20% | - Optimizing storage performance and cost
|
| Ingesting and processing data | 25% | - Building data pipelines
|
| Maintaining and automating data workloads | 18% | - Operationalizing workloads
|
| Preparing data for analysis and machine learning | 13% | - Preparing data for ML
|
| Designing data processing systems | 24% | - Planning data solutions
|
Which of the following is NOT one of the three main types of triggers that Dataflow supports?
Correct Answer: B 🗳️
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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?
Correct Answer: B 🗳️
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?
Correct Answer: D 🗳️
You work for a global shipping company. You want to train a model on 40 TB of data to predict which ships in each geographic region are likely to cause delivery delays on any given day. The model will be based on multiple attributes collected from multiple sources. Telemetry data, including location in GeoJSON format, will be pulled from each ship and loaded every hour. You want to have a dashboard that shows how many and which ships are likely to cause delays within a region. You want to use a storage solution that has native functionality for prediction and geospatial processing. Which storage solution should you use?
Correct Answer: B 🗳️
By default, which of the following windowing behavior does Dataflow apply to unbounded data sets?
Correct Answer: A 🗳️
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