Salesforce Certified Data Architect : Data-Architect

Data-Architect real exams

Exam Code: Data-Architect

Exam Name: Salesforce Certified Data Architect

Updated: Nov 06, 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 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 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 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.

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

Salesforce Certified Data Architect Sample Questions:

Question #1

A data architect is working with a large B2C retailer and needs to model the consumer account structure in Salesforce.
What standard feature should be selected in this scenario?

  • A. Account Contact
  • B. Individual Accounts
  • C. Contacts
  • D. Person Accounts
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #2

Universal Containers would like to have a Service-Level Agreement (SLA) of 1 day for any data loss due to unintentional or malicious updates of records in Salesforce. What approach should be suggested to address this requirement?

  • A. Evaluate a third-party AppExchange app, such as OwnBackup or Spanning, etc., for backup and archival purposes.
  • B. Schedule a Weekly Extract Service for key objects and extract data in XL sheets to on-premise systems.
  • C. Build a daily extract job and extract data to on-premise systems for long-term backup and archival purposes.
  • D. Store all data in shadow custom objects on any updates and deletes, and extract them as needed .
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #3

A customer wants to maintain geographic location information including latitude and longitude in a custom object. What would a data architect recommend to satisfy this requirement?

  • A. Recommend app exchange packages to support this requirement.
  • B. Create custom fields to maintain latitude and longitude information
  • C. Create formula fields with geolocation function for this requirement.
  • D. Create a geolocation custom field to maintain this requirement
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #4

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, Insert data from one database, and use upsert for a second database
  • 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, migrate second database to first database, and load into Salesforce.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #5

Universal Containers (UC) needs to move millions of records from an external enterprise resource planning (ERP) system into Salesforce.
What should a data architect recommend to be done while using the Bulk API in serial mode instead of parallel mode?

  • A. Inserting 1 million orders distributed across a variety of accounts with lock exceptions eliminated and managed.
  • B. Placing 20 batches on the queue for upset jobs.
  • C. Inserting 1 million orders distributed across a variety of accounts with potential lock exceptions.
  • D. Leveraging a controlled feed load with 10 batches per job.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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