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Salesforce Data-Architect : Salesforce Certified Data Architect

Exam Code: Data-Architect

Exam Name: Salesforce Certified Data Architect

Updated: Oct 16, 2026

Q & A: 260 Questions and Answers

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Salesforce Data-Architect Exam Syllabus Topics:

TopicDetails
Topic 1
  • Master Data Management: This topic covers the various techniques, approaches, and considerations to implement Master Data Management Solutions, as well as techniques for establishing a "golden record" or "system of truth" for the customer domain. It also discusses approaches and techniques for consolidating data attributes and maintaining customer reference and metadata.
Topic 2
  • Data modeling
  • Database Design: This topic covers various techniques and considerations for designing a data model for the Customer 360 platform. It also focuses on approaches to designing a scalable data model that obeys the current security and sharing model. The topic also compares and contrasts techniques for capturing and managing business and technical metadata, as well as the reasons for implementing Big Objects vs Standard
  • Custom objects and approaches to avoid data skew.
Topic 3
  • Data Migration: This topic covers suitable techniques and methods to make sure high data quality at load time, different strategies to improve performance when migrating large data volumes into Salesforce, and various techniques and considerations to export data from Salesforce.
Topic 4
  • Large Data Volume Considerations: This covers the design of a data model that scales considering large data volume and solution performance, a data archiving and purging plan, and the use of virtualized data options.
Topic 5
  • Salesforce Data Management: This topic covers the appropriate combination of Salesforce license types, techniques to ensure data is persisted in a consistent manner, and approaches to represent a single view of the customer on the Salesforce platform. It also covers techniques to effectively consolidate and leverage data from multiple Salesforce instances.

Reference: https://trailheadacademy.salesforce.com/certificate/exam-data-architect---Plat-Arch-201

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Salesforce Certified Data Architect Sample Questions:

Question #1

DreamHouse Realty has a Salesforce org that is used to manage Contacts.
What are two things an Architect should consider using to maintain data quality in this situation? (Choose two.)

  • A. Use validation rules on new record create and edit.
  • B. Use the private sharing model.
  • C. Use workflow to delete duplicate records.
  • D. Use Salesforce duplicate management.
Reveal Solution  Discussion  0

Correct Answer: A,D  🗳️

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Question #2

NTO has decided that it is going to build a channel sales portal with the following requirements:
1. External resellers are able to authenticate to the portal with a login.
2. Lead data, opportunity data and order data are available to authenticated users.
3. Authenticated users many need to run reports and dashboards.
4. There is no need for more than 10 custom objects or additional file storage.
Which community cloud license type should a data architect recommend to meet the portal requirements?

  • A. Customer community plus.
  • B. Customer community.
  • C. Partner community.
  • D. Lightning external apps starter.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #3

Universal Containers (UC) has a custom discount request object set as a detail object with a custom product object as the master. There is a requirement to allow the creation of generic discount requests without the custom product object as its master record. What solution should an Architect recommend to UC?

  • A. Change the master-detail relationship to a lookup relationship.
  • B. Remove the master-detail relationship and keep the objects separate.
  • C. Create a placeholder product record for the generic discount request.
  • D. Mandate the selection of a custom product for each discount request.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #4

Northern Trail outfitters in migrating to salesforce from a legacy CRM system that identifies the agent relationships in a look-up table.
What should the data architect do in order to migrate the data to Salesfoce?

  • A. Create custom objects to store agent relationships.
  • B. Migrate the data and assign to a non-person system user.
  • C. Assign record owner based on relationship.
  • D. Migrate to Salesforce without a record owner.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #5

Universal Containers (UC) has users complaining about reports timing out or simply taking too long to run What two actions should the data architect recommend to improve the reporting experience? Choose 2 answers

  • A. Enable Divisions for large data objects.
  • B. Create one skinny table per report.
  • C. Index key fields used in report criteria.
  • D. Share each report with fewer users.
Reveal Solution  Discussion  0

Correct Answer: B,C  🗳️

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