Last Updated: Sep 10, 2026
No. of Questions: 279 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| Data Governance | 10% | - Describe the elements of a data governance framework - Describe the considerations for data classification - Describe the considerations for data quality |
| Salesforce Data Management | 25% | - Describe the considerations for data governance - Describe the considerations for data migration - Describe the considerations for data archival - Describe the implications of LDV on data management |
| Master Data Management | 5% | - Describe the considerations for a Master Data Management strategy - Describe the methods for aligning data across systems |
| Data Migration | 15% | - Describe the tools and best practices for data migration - Describe the considerations for data migration - Describe the implications of data migration on data quality |
| Large Data Volumes | 20% | - Describe the features and best practices for LDV - Describe the considerations for Large Data Volumes (LDV) - Describe the implications of LDV on data modeling |
| Data Modeling/Database Design | 25% | - Describe the considerations when designing a data model for Salesforce - Describe the options and considerations for Large Data Volumes (LDV) - Explain the usage of external objects - Describe the implications of LDV on data modeling |
Question 1
Universal Containers has more than 10 million records in the Order_c object. The query has timed out when running a bulk query. What should be considered to resolve query timeout?
A. Metadata API
B. PK Chunking
C. Tooling API
D. Streaming API
Question 2
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?
A. Implement an MDM solution to validate the customer information before creating Salesforce.
B. Build a custom search functionality that allows sales associates to search for customer in real time upon visiting their retail stores.
C. leverage duplicate rules in Salesforce to validate duplicates during the account creation process.
D. Develop an Apex class that searches for duplicates and removes them nightly.
Question 3
Universal Containers (UC) plans to implement consent management for its customers to be compliant with General Data Protection Regulation (GDPR). UC has the following requirements:
- UC uses Person Accounts and Contacts in Salesforce for its customers.
- Data Protection and Privacy is enabled in Salesforce.
- Consent should be maintained in both these objects.
- UC plans to verify the consent provided by customers before
contacting them through email or phone.
Which option should the data architect recommend to implement these requirements?
A. Build Custom object to store consent information in Person Account and Contact, validate against this object before contacting customers.
B. Configure custom fields in Person Account and Contact to store consent provided by customers, and validate consent against the fields.
C. Use the Consent Management Feature to validate consent provide under the person Account and Contact that is provided by the customer.
D. Delete contact information from customers who have declined consent to be contacted.
Question 4
Universal Containers (UC) wants to ensure their data on 100,000 Accounts pertaining mostly to US-based companies is enriched and cleansed on an ongoing basis. UC is looking for a solution that allows easy monitoring of key data quality metrics. What should be the recommended solution to meet this requirement?
A. Implement Batch Apex that calls out a third-party data quality API in order to monitor Account data quality.
B. Implement an Apex Trigger on Account that queries a third-party data quality API to monitor Account data quality.
C. Use a declarative approach by installing and configuring Data.com Clean to monitor Account data quality.
D. Use declarative approach by installing and configuring Data.com Prospector to monitor Account data quality.
Question 5
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?
A. Use cookies to track when visitors submit multiple forms.
B. Prefer picklist form fields over free text fields, where possible.
C. Do client-side validation of phone number and email field formats.
D. Ensure the website visitor is browsing using an HTTPS connection.
Solutions:
| Question 1 Answer: B | Question 2 Answer: C | Question 3 Answer: C | Question 4 Answer: C | Question 5 Answer: B,C |
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