Salesforce Certified Data Architect - Data-Architect

Salesforce Data-Architect test insides dumps
  • Exam Code: Data-Architect
  • Exam Name: Salesforce Certified Data Architect
  • Updated: Nov 02, 2026
  • Q & A: 260 Questions and Answers
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Salesforce Data-Architect Exam Syllabus Topics:
TopicDetails
Topic 1
  • 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 2
  • 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 3
  • 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 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
  • 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 has a custom object with millions of rows of data.
When executing SOQL queries, which three options prevent a query from being selective? (Choose three.)

  • A. Using NOT and != operators.
  • B. Using trailing % wildcards.
  • C. Using leading % wildcards.
  • D. Using a custom index on a deterministic formula field.
  • E. Performing large loads and deletions.
Reveal Solution  Discussion  0

Correct Answer: A,C,E  🗳️

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Question #2

Universal Containers (UC) has a multi-level master-detail relationship for opportunities, a custom opportunity line item object, and a custom discount request. UC has opportunity as master and custom line item object as detail in master-detail relationship. UC also has a custom line item object as master and a custom discount request object as detail in another master-detail relationship. UC has a requirement to show all sums of discounts across line items at an opportunity level. What is the recommended solution to address these requirements?

  • A. Update the master-detail relationships to lookup relationships in order to allow the discount amount to roll up.
  • B. Remove the master-detail relationships and rely completely on workflow/triggers to summarize the discount amount.
  • C. Use roll-up for the line-item-level summary and a trigger for the opportunity amount summary, as only one level roll-up is allowed.
  • D. Roll-up discount request amount at the line-item-level and line-item-level summary discount at the opportunity level.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #3

UC has millions of Cases and are running out of storage. Some user groups need to have access to historical cases for up to 7 years.
Which 2 solutions should a data architect recommend in order to minimize performance and storage issues?
Choose 2 answers:

  • A. Leverage on premise data archival and build integration to view archived data.
  • B. Create a custom object to store case history and run reports on it.
  • C. Leverage big object to archive case data and lightning components to show archived data.
  • D. Export data out of salesforce and store in Flat files on external system.
Reveal Solution  Discussion  0

Correct Answer: A,C  🗳️

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Question #4

Universal Containers (UC) is a business that works directly with individual consumers (B2C). They are moving from a current home-grown CRM system to Salesforce. UC has about one million consumer records.
What should the architect recommend for optimal use of Salesforce functionality and also to avoid data loading issues?

  • A. Create a Custom Object Individual Consumer c to load all individual consumers.
  • B. Load all individual consumers as Account records and avoid using the Contact object.
  • C. Load one Account record and one Contact record for each individual consumer.
  • D. Create one Account and load individual consumers as Contacts linked to that one Account.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #5

Universal Containers (UC) needs to run monthly and yearly reports on opportunities and orders for sales reporting. There are 5 million opportunities and 10 million orders. Sales users are complaining that the report will regularly timeout.
What is the fastest and most effective way for a data architect to solve the time-out issue?

  • A. Create custom fields on opportunity, and copy data from order into those custom fields and run all reports on Opportunity object.
  • B. Extract opportunity and order data from Salesforce, and use a third-party reporting tool to run reports outside of Salesforce.
  • C. Create an aggregate custom object that summarizes the monthly and yearly values into the required format for the required reports.
  • D. Create a skinny table in Salesforce, and copy order and opportunity fields into the skinny table and create the required reports on It.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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