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Salesforce Data-Architect Exam : Salesforce Certified Data Architect

Data-Architect actual test
  • Exam Code: Data-Architect
  • Exam Name: Salesforce Certified Data Architect
  • Updated: Nov 08, 2026
  • Q & A: 260 Questions and Answers
  • PDF Demo
  • PC Test Engine
  • Online Test Engine
  • Total Price: $59.99  

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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 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.
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.

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

Salesforce Certified Data Architect Sample Questions:

Question #1

A manager at Cloud Kicks is importing Leads into Salesforce and needs to avoid creating duplicate records.
Which two approaches should the manager take to achieve this goal? (Choose two.)

  • A. Implement Salesforce Matching and Duplicate Rules.
  • B. Acquire an AppExchange Lead de-duplication application.
  • C. Run the Salesforce Lead Mass de-duplication tool.
  • D. Create a Workflow Rule to check for duplicate records.
Reveal Solution  Discussion  0

Correct Answer: A,B  🗳️

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Question #2

Universal Containers (UC) has a very large and complex Salesforce org with hundreds of validation rules and triggers. The triggers are responsible for system updates and data manipulation as records are created or updates by users. A majority of the automation tool within UC'' org were not designed to run during a data load. UC is importing 100,000 records into Salesforce across several objects over the weekend.
What should a data architect do to mitigate any unwanted results during the import?

  • A. Import the data in smaller batches over a 24-hour period.
  • B. Ensure duplication and matching rules and defined.
  • C. Ensure validation rules, triggers and other automation tools are disabled.
  • D. Bulkily the trigger to handle import leads.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #3

Universal Containers (UC) has a Salesforce org with multiple automated processes defined for group membership processing, UC also has multiple admins on staff that perform manual adjustments to the role hierarchy. The automated tasks and manual tasks overlap daily, and UC is experiencing " lock errors " consistently.
What should a data architect recommend to mitigate these errors?

  • A. Enable granular locking.
  • B. Remove SOQL statements from Apex Loops.
  • C. Ask Salesforce support for additional CPU power.
  • D. Enable sharing recalculations.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #4

Universal Containers (UC) is a major supplier of office supplies. Some products are produced by UC and some by other manufacturers. Recently, a number of customers have complained that product descriptions on the invoices do not match the descriptions in the online catalog and on some of the order confirmations (e.g., " ballpoint pen " in the catalog and " pen " on the invoice, and item color labels are inconsistent: " what vs. " White " or " blk " vs. " Black " ). All product data is consolidated in the company data warehouse and pushed to Salesforce to generate quotes and invoices. The online catalog and webshop is a Salesforce Customer Community solution. What is a correct technique UC should use to solve the data inconsistency?

  • A. Change integration to let product master systems update product data directly in Salesforce via the Salesforce API.
  • B. Build Apex Triggers in Salesforce that ensure products have the correct names and labels after data is loaded into salesforce.
  • C. Add custom fields to the Product standard object in Salesforce to store data from the different source systems.
  • D. Define a data taxonomy for product data and apply the taxonomy to the product data in the data warehouse.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #5

Developers at Universal Containers need to build a report for the business which displays Accounts opened in the past year grouped by industry. This report will also include information from contacts, opportunities, and orders. There are several million Accounts in the system. Which two options should be recommended to make this report perform well and satisfy the business need?

  • A. Use Formula fields to surface information I related entities on the report.
  • B. Use an indexed data field with bounded data filters.
  • C. Use unbounded date ranges to filter the report.
  • D. Use triggers to populate denormalized related fields on the Account.
Reveal Solution  Discussion  0

Correct Answer: A,B  🗳️

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