Download Salesforce Certified Data Architect.Data-Architect.ExamTopics.2026-04-20.83q.tqb

Vendor: Salesforce
Exam Code: Data-Architect
Exam Name: Salesforce Certified Data Architect
Date: Apr 20, 2026
File Size: 356 KB
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Demo Questions

Question 1
Universal Containers has a rollup summary field on account to calculate the number of contacts associated with an account. During the account load, Salesforce is throwing an "UNABLE_TO_LOCK_ROW" error.
Which solution should a data architect recommend to resolve the error?
  1. Perform a batch job in parallel mode and reduce the batch size.
  2. Defer rollup summary field calculation during data migration.
  3. Perform a batch job in serial mode and reduce the batch size.
  4. Leverage Data Loader’s platform API to load data.
Correct answer: C
Question 2
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 chance of encountering race conditions 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. Refactor or optimize classes and triggers for maximum CPU performance.
  3. Migrate programmatic logic to processes and flows.
  4. Disable classes or triggers that have the potential to obtain the same record.
Correct answer: A
Question 3
Universal Containers requires all customers to provide either a phone number or an email address when registering for an account.
What should the data architect use to ensure this requirement is met?
  1. Validation Rule
  2. Apex Class
  3. Process Builder
  4. Required Fields
Correct answer: A
Question 4
As part of addressing General Data Protection Regulation (GDPR) requirements, Universal Containers (UC) plans to implement a data classification policy for all of its internal systems that store customer information including Salesforce.
What should a data architect recommend so that UC can easily classify customer information maintained in Salesforce under both standard and custom objects?
  1. Use Data Classification metadata fields available in Field definition.
  2. Build reports that contain customer data and classify manually.
  3. Create a custom picklist field to capture classification of information on the Contact object.
  4. Use an AppExchange product to classify fields based on policy.
Correct answer: A
Question 5
Universal Container has implemented Sales Cloud to manage patient and related health records. During a recent security audit of the system, it was discovered that some standard and custom fields need to encrypted.
Which solution should a data architect recommend to encrypt existing fields?
  1. Implement shield platform encryption to encrypt custom and standard fields.
  2. Export data out of Salesforce and encrypt custom and standard fields.
  3. Implement classic encryption to encrypt custom and standard fields.
  4. Use Apex Crypto Class to encrypt custom and standard fields.
Correct answer: A
Question 6
Universal Containers (UC) is replacing a home grown CRM solution with Salesforce. UC has decided to migrate operational (open and active) records to Salesforce, while keeping historical records in legacy system. UC would like historical records to be available in Salesforce on an as needed basis.
Which solution should a data architect recommend to meet business requirement?
  1. Leverage real-time integration to pull records into Salesforce.
  2. Build a swivel chair solution to go into the legacy system and display records.
  3. Leverage mashup to display historical records in Salesforce.
  4. Bring all data in Salesforce, and delete it after a year.
Correct answer: C
Question 7
A large retail company has recently chosen Salesforce as Its CRM solution. They have the following record counts:
2,500,000 Accounts
25,000,000 Contacts
When doing an initial performance test, the data architect noticed an extremely slow response-time for reports and list views.
What should a data architect do to solve the performance issues?
  1. Create a Skinny Table to represent Account and Contact objects.
  2. Limit data loading to the 2,000 most recently created records.
  3. Add Custom Indexes on frequently searched Account and Contact fields.
  4. Load only data that the user is permitted to access.
Correct answer: C
Question 8
Universal Containers is experiencing frequent and persistent group membership locking issues that severely restricts its ability to manage manual and automated updates at the same time.
What should a data architect do in order to resolve the issue?
  1. Enable granular locking.
  2. Enable parallel sharing rule calculation.
  3. Enable defer sharing calculation.
  4. Enable implicit sharing.
Correct answer: A
Question 9
A large automobile company has implemented Salesforce for its sales associates. Leads flow from its website to Salesforce using a batch integration in Salesforce. The batch job converts the leads to Accounts in Salesforce. Customers visiting their retail stores are also created in Salesforce as Accounts.
The company has noticed a large number of duplicate Accounts in Salesforce. On analysis, it was found that certain customers could interact with its website and also visit the store. The sales associates use Global Search to search for customers in Salesforce before they create the customers.
Which option should a data architect choose to implement to avoid duplicates?
  1. Develop an Apex class that searches for duplicates and removes them nightly.
  2. Build a custom search functionality that allows sales associates to search for customer in real time upon visiting their retail stores.
  3. Leverage duplicate rules in Salesforce to validate duplicates during the account creation process.
  4. Implement an MDM solution to validate the customer information before creating Accounts in Salesforce.
Correct answer: C
Question 10
A large Insurance provider is looking to implement Salesforce. The following conditions exist:
1. Multiple channels for lead acquisition
2. Duplicate leads across channels
3. Poor customer experience and higher costs
On analysis, it was found that there are duplicate leads that are resulting in multiple quotes and opportunities.
Which three actions should a data architect recommend to mitigate the issues? (Choose three.)
  1. Implement third-party solution to dean and enrich lead data.
  2. Implement de-duplication strategy to prevent duplicate leads.
  3. Build a custom solution to identify and merge duplicate leads.
  4. Standardize lead information across all channels.
  5. Build process to manually search and merge duplicates.
Correct answer: A, B, D
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