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Salesforce Certified Data Architect Questions 101–105 (page: 22)

Updated On: 9-Feb-2026

Universal Containers (UC) has 1,000 accounts and 50,000 opportunities. UC has an enterprise security requirement to export all sales data outside of Salesforce on a weekly basis. The security requirement also calls for exporting key operational data that includes events such as file downloads, logins, logouts, etc.
Which two recommended approaches would address the above requirement?

  1. Use Field Audit History to capture operational data and extract it to on-premise systems.
  2. Use Weekly Export to extract transactional data to on-premise systems.
  3. Use a custom built extract job to extract operational data to on-premise systems.
  4. Use Event Monitoring to extract event data to on-premise systems.

Answer(s): C



Universal Containers has a public website with several forms that create Lead records in Salesforce using the REST API.
When designing these forms, which two techniques will help maintain a high level of data quality?

  1. Do client-side validation of phone number and email field formats.
  2. Prefer picklist form fields over free text fields, where possible.
  3. Ensure the website visitor is browsing using an HTTPS connection.
  4. Use cookies to track when visitors submit multiple forms.

Answer(s): A,B



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?

  1. Modify the export job header to specify Export-in-Parallel.
  2. Modify the export job header to specify Sforce-Enable-PKChunking.
  3. Modify the export query that includes standard index fields(s).
  4. Modify the export query with LIMIT clause with Batch size 10,000.

Answer(s): B



Universal Containers (UC) wants to capture information on how data entities are stored within the different applications and systems used within the company. For that purpose, the architecture team decided to create a data dictionary covering the main business domains within UC. Which two common techniques are used building a data dictionary to store information on how business entities are defined?

  1. Use Salesforce Object Query Language.
  2. Use a data definition language.
  3. Use an entity relationship diagram.
  4. Use the Salesforce Metadata API.

Answer(s): C,D



Universal Containers has received complaints that customers are being called by multiple Sales Reps where the second Sales Rep that calls is unaware of the previous call by their coworker.
What is a data quality problem that could cause this?

  1. Missing phone number on the Contact record.
  2. Customer phone number has changed on the Contact record.
  3. Duplicate Contact records exist in the system.
  4. Duplicate Activity records on a Contact.

Answer(s): C



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