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Google Data Engineer Sample Questions:

1. You work for an economic consulting firm that helps companies identify economic trends as they happen. As part of your analysis, you use Google BigQuery to correlate customer data with the average prices of the 100 most common goods sold, including bread, gasoline, milk, and others. The average prices of these goods are updated every 30 minutes. You want to make sure this data stays up to date so you can combine it with other data in BigQuery as cheaply as possible. What should you do?

A) Use Google Cloud Dataflow to query BigQuery and combine the data programmatically with the data stored in Cloud Datastore
B) Store and update the data in a regional Google Cloud Storage bucket and create a federated data source in BigQuery
C) Store the data in a file in a regional Google Cloud Storage bucke
D) Store the data in Google Cloud Datastor
E) Use Cloud Dataflow to query BigQuery and combine the data programmatically with the data stored in Google Cloud Storage.
F) Load the data every 30 minutes into a new partitioned table in BigQuery.

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

3. What Dataflow concept determines when a Window's contents should be output based on certain criteria being met?

A) OutputCriteria
B) Windows
C) Sessions
D) Triggers

4. For the best possible performance, what is the recommended zone for your Compute Engine instance and Cloud Bigtable instance?

A) Have the Compute Engine instance in the furthest zone from the Cloud Bigtable instance.
B) Have the Cloud Bigtable instance to be in the same zone as all of the consumers of your data.
C) Have both the Compute Engine instance and the Cloud Bigtable instance to be in the same zone.
D) Have both the Compute Engine instance and the Cloud Bigtable instance to be in different zones.

5. You want to process payment transactions in a point-of-sale application that will run on Google Cloud Platform. Your user base could grow exponentially, but you do not want to manage infrastructure scaling.
Which Google database service should you use?

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

Solutions: