Updated: Aug 17, 2026
No. of Questions: 279 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Master Data Management | 5% | - Golden record and system of truth
|
| Topic 2: Data Governance, Quality and Security | 15% | - Data governance framework
|
| Topic 3: Data Migration | 15% | - Migration execution and tools
|
| Topic 4: Large Data Volumes and Performance | 20% | - Storage and scalability planning
|
| Topic 5: Data Modeling and Database Design | 25% | - Data skew prevention
|
| Topic 6: Data Integration | 20% | - Data synchronization and consistency
|
1. Universal Container (UC) stores 10 million rows of inventory data in a cloud database, As part of creating a connected experience in Salesforce, UC would like to this inventory data to Sales Cloud without a import. UC has asked its data architect to determine if Salesforce Connect is needed. Which three consideration should the data architect make when evaluating the need for Salesforce Connect?
A) You need to expose data via a virtual private connection.
B) You have a large amount of data and would like to copy subsets of it into Salesforce.
C) You want real-time access to the latest data, from other systems.
D) You need to small amounts of external data at any one time.
E) You have a large amount of data that you don't want to copy into your Salesforce org.
2. A customer is facing locking issued when importing large data volumes of order records that are children in a master-detail relationship with the Account object. What is the recommended way to avoid locking issues during import?
A) Change the relationship to Lookup and update the relationship to master-detail after import.
B) Import Account records first followed by order records after sorting order by OrderID.
C) Import Order records and Account records separately and populate AccountID in orders using batch Apex.
D) Import Account records first followed by order records after sorting orders by AccountID.
3. What is the purpose of Shield Platform Encryption?
A) Backup data
B) Encrypt data at rest
C) Deduplicate records
D) Improve performance
4. Universal Containers (UC) is using Salesforce Sales & Service Cloud for B2C sales and customer service but they are experiencing a lot of duplicate customers in the system. Which are two recommended approaches for UC to avoid duplicate data and increase the level of data quality?
A) Use an Enterprise Service Bus.
B) Use Duplicate Management.
C) Use a data warehouse.
D) Use Data.com Clean
5. Get Cloudy Consulting uses an invoicing system that has specific requirements. One requirement is that attachments associated with the Invoice_c custom object be classified by Types (i.e.,
""Purchase Order"", ""Receipt"", etc.) so that reporting can be performed on invoices showing the number of attachments grouped by Type. What should an Architect do to categorize the attachments to fulfill these requirements?
A) Add additional options to the standard ContentType picklist field for the Attachment object.
B) Add a ContentType picklist field to the Attachment layout and create additional picklist options.
C) Create a custom picklist field for the Type on the standard Attachment object with the values.
D) Create a custom object related to the Invoice object with a picklist field for the Type.
Solutions:
| Question # 1 Answer: C,D,E | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: B,D | Question # 5 Answer: D |
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