Free Salesforce Data-Architect Exam Questions

Become Salesforce Certified with updated Data-Architect exam questions and correct answers

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Total 640 Questions | Updated On: Jul 30, 2025

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Question 1

Universal Containers (UC) wants to ensure their data on 100,000 Accounts pertaining mostly to USbased companies is enriched and cleansed on an ongoing basis. UC is looking for a solution that allows easy monitoring of key data quality metrics. What should be the recommended solution to meet this requirement?

A : Use a declarative approach by installing and configuring Data.com Clean to monitor Account data quality

B : Implement Batch Apex that calls out a third-party data quality API in order to monitor Account data quality.

C : Use declarative approach by installing and configuring Data.com Prospector to monitor Account data quality.

D : Implement an Apex Trigger on Account that queries a third-party data quality API to monitor Account data quality.

Answer: A

Question 2

Universal Containers has 30 million case records. The Case object has 80 fields. Agents are reporting reports in the Salesforce org.

Which solution should a data architect recommend to improve reporting performance?

A : Create a custom object to store aggregate data and run reports.

B : Contact Salesforce support to enable skinny table for cases.

C : Move data off of the platform and run reporting outside Salesforce, and give access to reports.

D : Build reports using custom Lightning components.

Answer: C

Question 3

An organization is migrating data from an old CRM system to Salesforce. The legacy system has inconsistent data quality. The organization wants to ensure the data is clean and reliable when loaded into Salesforce. What should be the organization’s approach to ensure high data quality?

A : Use Salesforce-s Data Import Wizard to load the data as it is

B : Use data cleansing tools before the migration to clean and standardize the data

C : Manually review and clean the data after loading into Salesforce

D : Import the data into Salesforce and then use validation rules to identify and clean inconsistent data

Answer: B

Question 4

Your organization is using Salesforce to manage a large and diverse set of products. A key requirement is to maintain a taxonomy to categorize and structure these products. Which of the following would be the best approach to capture and manage this taxonomy within Salesforce?

A : Use a custom field on the Product object to store taxonomy information

B : Use a custom object related to the Product object to store taxonomy information

C : Use Salesforce Chatter to communicate taxonomy information

D : Use Salesforce Reports to create a visual taxonomy

Answer: B

Question 5

Universal Containers has received complaints that customers are being called by multiple Sales Reps where the second Sales Rep that calls is unaware of the previous call by their coworker. What is a data quality problem that could cause this?

A : Missing phone number on the Contact record

B : Customer phone number has changed on the Contact record.

C : Duplicate Contact records exist in the system.

D : Duplicate Activity records on a Contact.

Answer: C

Page: 1 / 128

Total 640 Questions | Updated On: Jul 30, 2025

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