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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 Pub/Sub, Cloud SQL, and Cloud Storage
B) Cloud Load Balancing, Cloud Dataflow, and Cloud Storage
C) Cloud Pub/Sub, Cloud Dataflow, and Local SSD
D) Cloud Pub/Sub, Cloud Dataflow, and Cloud Storage

2. You need to deploy additional dependencies to all of a Cloud Dataproc cluster at startup using an existing initialization action. Company security policies require that Cloud Dataproc nodes do not have access to the Internet so public initialization actions cannot fetch resources. What should you do?

A) Deploy the Cloud SQL Proxy on the Cloud Dataproc master
B) Copy all dependencies to a Cloud Storage bucket within your VPC security perimeter
C) Use Resource Manager to add the service account used by the Cloud Dataproc cluster to the Network User role
D) Use an SSH tunnel to give the Cloud Dataproc cluster access to the Internet

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

A) Queries and streaming inserts
B) Storage, queries, and streaming inserts
C) Storage, queries, and loading data from a file
D) Storage, queries, and exporting data

4. Which of these sources can you not load data into BigQuery from?

A) Google Drive
B) Google Cloud SQL
C) Google Cloud Storage
D) File upload

5. As your organization expands its usage of GCP, many teams have started to create their own projects. Projects are further multiplied to accommodate different stages of deployments and target audiences. Each project requires unique access control configurations. The central IT team needs to have access to all projects. Furthermore, data from Cloud Storage buckets and BigQuery datasets must be shared for use in other projects in an ad hoc way. You want to simplify access control management by minimizing the number of policies. Which two steps should you take? Choose 2 answers.

A) Introduce resource hierarchy to leverage access control policy inheritance.
B) Find all the active members who have access to these projects, and create a Cloud IAM policy to grant access to all these users.
C) Create distinct groups for various teams, and specify groups in Cloud IAM policies.
D) For each Cloud Storage bucket or BigQuery dataset, decide which projects need acces
E) Only use service accounts when sharing data for Cloud Storage buckets and BigQuery datasets.
F) Use Cloud Deployment Manager to automate access provision.

Solutions: