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Salesforce Certified Data Architect Exam Questions
Salesforce Certified Data Architecture and Management Designer (Page 4 )

Updated On: 21-Feb-2026
Page 4 of 46
PDF with 221 Questions

Universal Containers (CU) is in the process of implementing an enterprise data warehouse (EDW). UC needs to extract 100 million records from Salesforce for migration to the EDW.

What data extraction strategy should a data architect use for maximum performance?

  1. Install a third-party AppExchange tool.
  2. Call the REST API in successive queries.
  3. Utilize PK Chunking with the Bulk API.
  4. Use the Bulk API in parallel mode.

Answer(s): C



UC is implementing sales cloud for patient management and would like to encrypt sensitive patient records being stored in files.

Which solution should a data architect recommend to solve this requirement?

  1. Implement shield platform encryption to encrypt files.
  2. Use classic encryption to encrypt files.
  3. Implement 3rd party App Exchange app to encrypt files.
  4. Store files outside of salesforce and access them to real time.

Answer(s): A



Universal Containers is looking to use Salesforce to manage their sales organization. They will be migrating legacy account data from two aging systems into Salesforce.

Which two design considerations should an architect take to minimize data duplication? Choose 2 answers

  1. Use a workflow to check and prevent duplicates.
  2. Clean data before importing to Salesforce.
  3. Use Salesforce matching and duplicate rules.
  4. Import the data concurrently.

Answer(s): B,C



Universal Containers (UC) is in the process of migrating lagacy inventory data from an enterprise resources planning (ERP) system into Sales Cloud with the following requirements:

Legacy inventory data will be stored in a custom childobjects called Inventory_c.

Inventory data should be related to the standard Account object.

The Inventory_c object should Inhent the same sharing rules as the Account object.

Anytime an Account record is deleted in Salesforce, the related Inventory_c record(s) should be deleted as well.

What type of relationship field should a data architect recommend in this scenario?

  1. Master-detail relationship filed on Account, related to Inventory_c
  2. Master-detail relationship filed on Inventory_c, related to Account
  3. Indirect lookup relationship field on Account, related to Inventory_c
  4. Lookup relationship fields on Inventory related to Account

Answer(s): A



Universal Containers (UC) owns a complex Salesforce org with many Apex classes, triggers, and automated processes that will modify records if available. UC has identified that, in its current development state, UC runs change of encountering race condition on the same record.

What should a data architect recommend to guarantee that records are not being updated at the same time?

  1. Embed the keywords FOR UPDATE after SOQL statements.
  2. Disable classes or triggers that have the potential to obtain thesame record.
  3. Migrate programmatic logic to processes and flows.
  4. Refactor or optimize classes and trigger for maximum CPU performance.

Answer(s): A






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