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Google Data Engineer Sample Questions:

1. Flowlogistic's CEO wants to gain rapid insight into their customer base so his sales team can be better informed in the field. This team is not very technical, so they've purchased a visualization tool to simplify the creation of BigQuery reports. However, they've been overwhelmed by all the data in the table, and are spending a lot of money on queries trying to find the data they need. You want to solve their problem in the most cost-effective way. What should you do?

A) Export the data into a Google Sheet for virtualization.
B) Create an additional table with only the necessary columns.
C) Create identity and access management (IAM) roles on the appropriate columns, so only they appear in a query.
D) Create a view on the table to present to the virtualization tool.

2. When a Cloud Bigtable node fails, is lost.

A) no data
B) the time dimension
C) the last transaction
D) all data

3. 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?

A) BigQuery
B) Cloud SQL for PostgreSQL
C) Cloud Datastore
D) Cloud Bigtable

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

5. Which of the following job types are supported by Cloud Dataproc (select 3 answers)?

A) Pig
B) YARN
C) Spark
D) Hive

Solutions: