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: Sep 22, 2026

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Question 1

A non-profit organization is migrating data from multiple disparate systems into Salesforce. The organization wants to ensure the data is clean and reliable at load time. Which approach would you recommend?

A : Load the data directly into Salesforce, then use Salesforce-s built-in deduplication tools

B : Use an ETL tool to consolidate and clean the data before loading it into Salesforce

C : Manually clean the data in each system before migrating it to Salesforce

D : Ignore data quality during migration, and perform a cleanup operation after all data has been loaded

Answer: B

Question 2

When designing and implementing an enterprise data governance program, which approach promotes collaboration and shared responsibility by establishing governing bodies or committees representing different business units or departments?

A : Federated governance model

B : Centralized governance model

C : Self-governance model

D : Decentralized governance model

Answer: A

Question 3

Your organization has a very large amount of historical sales data stored in an external system. The sales team occasionally needs to access this data for customer inquiries but does not need to manipulate the data. Which option is the most suitable?

A : Import all the sales data into Salesforce for easy access

B : Create a virtual data model in Salesforce using Salesforce Connect

C : Continually sync the sales data between the external system and Salesforce using an ETL tool

D : Store the sales data in Salesforce Big Objects

Answer: B

Question 4

A multinational company is considering implementing a data governance program. As a Salesforce Certified Data Architect, which approach would you recommend for the company’s data governance strategy?

A : Implementing a one-size-fits-all strategy across all the company’s branches

B : Developing a data governance program tailored to the local regulations and cultural norms of each branch

C : Implementing a data governance program without a designated team to oversee and enforce its policies

D : Excluding the stakeholders and business leaders from the planning and implementation process of the data governance program

Answer: B

Question 5

NTO need to extract 50 million records from a custom object everyday from its Salesforce org. NTO is

facing query timeout issues while extracting these records.

What should a data architect recommend in order to get around the time out issue?

A : Use a custom auto number and formula field and use that to chunk records while extracting data.

B : The REST API to extract data as it automatically chunks records by 200.

C : Use ETL tool for extraction of records

D : Ask SF support to increase the query timeout value.

Answer: C

Page: 1 / 128

Total 640 Questions | Updated On: Sep 22, 2026

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