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: Jan 27, 2026

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Question 1

A large insurance provider is looking to implement Salesforce. The following exist.

1. Multiple channel for lead acquisition

2. Duplication leads across channels

3. Poor customer experience and higher costs

On analysis, it found that there are duplicate leads that are resulting to mitigate the issues?

A : Build process is manually search and merge duplicates

B : Standard lead information across all channels

C : Build a custom solution to identify and merge duplicate leads.

D : Implement third-party solution to clean and event lead data.

E : Implement de-duplication strategy to prevent duplicate leads

Answer: A,B,D

Question 2

Universal Container is Implementing salesforce and needs to migrate data from two legacy systems.

UC would like to clean and duplicate data before migrate to Salesforce.

Which solution should a data architect recommend a clean migration?

A : Define external IDs for an object, migrate second database to first database, and load into Salesforce

B : Define duplicate rules in Salesforce, and load data into Salesforce from both databases

C : Set up staging data base, and define external IDs to merge, clean duplicate data, and load into Salesforce.

D : Define external IDs for an object, Insert data from one database, and use upsert for a second database

Answer: D

Question 3

In order to avoid data skew and mitigate sharing calculation issues in Salesforce, which approach is recommended?

A : Implementing territory management to optimize sharing calculations

B : Utilizing manual sharing to control access at a granular level

C : Configuring sharing rules to automate record access based on criteria

D : Employing role hierarchies to streamline sharing calculations

Answer: A

Question 4

A financial services company regularly imports large amounts of data into their Salesforce org from external systems. They are currently facing inconsistencies and duplicates in their data. Which technique would you recommend to ensure that the data is persisted in a consistent manner?

A : Recommend the use of Salesforce-s out-of-the-box de-duplication tools and matching rules

B : Use the Salesforce Data Import Wizard to import data

C : Implement manual data cleansing by Salesforce administrators

D : Directly import the data without any validation or cleansing

Answer: A

Question 5

Northern trail Outfitters (NTO) runs its entire out of an enterprise data warehouse (EDW), NTD’s

sales team starting to use Salesforce after a recent implementation, but currently lacks data required

to advanced and opportunity to the next stage.

NTO’s management has research Salesforce Connect and would like to use It to virtualize and report

on data from the EDW within Salesforce. NTO will be running thousands of reports per day across 10

to 15 external objects.

What should a data architect consider before implementing Salesforce Connect for reporting?

A : Maximum number for records returned

B : OData callout limits per day

C : Maximum page size for server-driven paging

D : Maximum external objects per org

Answer: B

Page: 1 / 128

Total 640 Questions | Updated On: Jan 27, 2026

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