Salesforce Data-Architect Dumps : Salesforce Certified Data Architect

Data-Architect real exams

Exam Code: Data-Architect

Exam Name: Salesforce Certified Data Architect

Updated: Oct 15, 2026

Q & A: 260 Questions and Answers

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Salesforce Data-Architect Exam Syllabus Topics:

TopicDetails
Topic 1
  • 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 2
  • 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 3
  • 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.
Topic 4
  • 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 5
  • Data Governance: This topic covers the approach for designing a GDPR-compliant data model, including identifying, classifying, and protecting personal and sensitive information. It also delves into different approaches and considerations for designing and implementing an enterprise data governance program.

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

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Salesforce Certified Data Architect Sample Questions:

Question #1

Universal Containers is exporting 40 million Account records from Salesforce using Informatica Cloud. The ETL tool fails and the query log indicates a full table scan time-out failure. What is the recommended solution?

  • A. Modify the export query with LIMIT clause with Batch size 10,000.
  • B. Modify the export query that includes standard index fields(s).
  • C. Modify the export job header to specify Export-in-Parallel.
  • D. Modify the export job header to specify Sforce-Enable-PKChunking.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #2

As part of a phased Salesforce rollout. there will be 3 deployments spread out over the year. The requirements have been carefully documented. Which two methods should an architect use to trace back configuration changes to the detailed requirements? Choose 2 answers

  • A. Use the Force.com IDE to save the metadata files in source control.
  • B. Put the business purpose in the Description of each field.
  • C. Review the setup audit trail for configuration changes.
  • D. Maintain a data dictionary with the justification for each field.
Reveal Solution  Discussion  0

Correct Answer: A,B  🗳️

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Question #3

NTO has 1 million customer records spanning 25 years. As part of its new SF project, NTO would like to create a master data management strategy to help preserve the history and relevance of its customer data.
Which 3 activities will be required to identify a successful master data management strategy? Choose 3 answers:

  • A. Identify data to be replicated
  • B. Create a data archive strategy
  • C. Define the systems of record for critical data
  • D. Choose a Business Intelligence tool.
  • E. Install a data warehouse
Reveal Solution  Discussion  0

Correct Answer: A,B,C  🗳️

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Question #4

Universal Containers (UC) plans to implement consent management for its customers to be compliant with General Data Protection Regulation (GDPR). UC has the following requirements:
UC uses Person Accounts and Contacts in Salesforce for its customers.
Data Protection and Privacy is enabled in Salesforce.
Consent should be maintained in both these objects.
UC plans to verify the consent provided by customers before contacting them through email or phone.
Which option should the data architect recommend to implement these requirements?

  • A. Delete contact information from customers who have declined consent to be contacted.
  • B. Use the Consent Management Feature to validate consent provide under the person Account and Contact that is provided by the customer.
  • C. Build Custom object to store consent information in Person Account and Contact, validate against this object before contacting customers.
  • D. Configure custom fields in Person Account and Contact to store consent provided by customers, and validate consent against the fields.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #5

US is implementing salesforce and will be using salesforce to track customer complaints, provide white papers on products and provide subscription (Fee) - based support.
Which license type will US users need to fulfil US's requirements?

  • A. Sales cloud license
  • B. Lightning platform starter license.
  • C. Salesforce license.
  • D. Service cloud license.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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