Free Practice Salesforce Data-Architect Exam Questions 2025

Stay ahead with 100% Free Salesforce Certified Data Architect (WI25) Data-Architect Dumps Practice Questions

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Total 640 Questions | Updated On: Feb 14, 2025

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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

You’re creating a data model for a new Salesforce Customer 360 implementation. The organization wants to keep track of all interactions with a customer across multiple channels. What is a key design principle to consider?

A : Use as many standard objects as possible

B : Design the model to facilitate a complete view of customer interactions across all touchpoints

C : Prioritize minimizing data storage usage

D : Limit the use of lookup relationships

Answer: B

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

Your organization is building a complex data warehouse, and you need to capture and manage business and technical metadata to maintain data lineage. What would be your approach to capture and manage this metadata?

A : Implement a manual documentation approach and maintain metadata in spreadsheets

B : Use Salesforce's Custom Metadata Types

C : Use Salesforce's Data Catalog

D : Store metadata as comments in the Apex code

Answer: C

Question 5

Company S was recently acquired by Company T. As part of the acquisition, all of the data for the

Company S's Salesforce instance (source) must be migrated into the Company T's Salesforce instance

(target). Company S has 6 million Case records.

An Architect has been tasked with optimizing the data load time.

What should the Architect consider to achieve this goal?

A : Pre-process the data, then use Data Loader with SOAP API to upsert with zip compression enabled.

B : Directly leverage Salesforce-to-Salesforce functionality to load Case data.

C : Load the data in multiple sets using Bulk API parallel processes

D : Utilize the Salesforce Org Migration Tool from the Setup Data Management menu.

Answer: A

Page: 1 / 128

Total 640 Questions | Updated On: Feb 14, 2025

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