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Salesforce Certified Data Architect : Data-Architect

Data-Architect

Exam Code: Data-Architect

Exam Name: Salesforce Certified Data Architect

Updated: Oct 25, 2026

Q & A: 260 Questions and Answers

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About Salesforce Certified Data Architect certification

Salesforce Data-Architect Exam Syllabus Topics:

TopicDetails
Topic 1
  • Salesforce Data Management: This topic covers the appropriate combination of Salesforce license types, techniques to ensure data is persisted in a consistent manner, and approaches to represent a single view of the customer on the Salesforce platform. It also covers techniques to effectively consolidate and leverage data from multiple Salesforce instances.
Topic 2
  • Large Data Volume Considerations: This covers the design of a data model that scales considering large data volume and solution performance, a data archiving and purging plan, and the use of virtualized data options.
Topic 3
  • Data Migration: This topic covers suitable techniques and methods to make sure high data quality at load time, different strategies to improve performance when migrating large data volumes into Salesforce, and various techniques and considerations to export data from Salesforce.
Topic 4
  • Data modeling
  • Database Design: This topic covers various techniques and considerations for designing a data model for the Customer 360 platform. It also focuses on approaches to designing a scalable data model that obeys the current security and sharing model. The topic also compares and contrasts techniques for capturing and managing business and technical metadata, as well as the reasons for implementing Big Objects vs Standard
  • Custom objects and approaches to avoid data skew.
Topic 5
  • Master Data Management: This topic covers the various techniques, approaches, and considerations to implement Master Data Management Solutions, as well as techniques for establishing a "golden record" or "system of truth" for the customer domain. It also discusses approaches and techniques for consolidating data attributes and maintaining customer reference and metadata.

Reference: https://trailheadacademy.salesforce.com/certificate/exam-data-architect---Plat-Arch-201

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Salesforce Certified Data Architect Sample Questions:

Question #1
Universal Containers has 30 million case records. The Case object has 80 fields. Agents are reporting reports in the Salesforce org.
Which solution should a data architect recommend to improve reporting performance?

A. Move data off of the platform and run reporting outside Salesforce, and give access to reports.
B. Build reports using custom Lightning components.
C. Create a custom object to store aggregate data and run reports.
D. Contact Salesforce support to enable skinny table for cases.


Question #2
A large automobile manufacturer has decided to use Salesforce as its CRM. It needs to maintain the following dealer types in their CRM:
Local dealers
Regional distributor
State distributor
Service dealer
The attributes are different for each of the customer types. The CRM users should be allowed to enter only attributes related to the customer types. The processes and business rules for each of the customer types could be different.
How should the different dealers be maintained in Salesforce?

A. Use Accounts for dealers, and create record types for each of the dealer types.
B. Create Custom objects for each dealer types and custom fields for dealer attributes.
C. Use Accounts for dealers and custom picklist field for each of the dealer types
D. Create dealers as Accounts, and build custom views for each of the dealer types.


Question #3
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 same standard and custom fields need to encrypted.
Which solution should a data architect recommend to encrypt existing fields?

A. Implement classic encryption to encrypt custom and standard fields.
B. Expert data out of Salesforce and encrypt custom and standard fields.
C. Implement shield platform encryption to encrypt and standard fields
D. Use Apex Crypto Class encrypt customer and standard fields.


Question #4
A large retail company has recently chosen SF as its CRM solution. They have the following record counts:
* 2500000 accounts
* 25000000 contacts
When doing an initial performance test, the data architect noticed an extremely slow response for reports and list views.
What should a data architect do to solve the performance issue?

A. Add custom indexes on frequently searched account and contact objects fields
B. Create a skinny table to represent account and contact objects.
C. Load only the data that the users is permitted to access
D. Limit data loading to the 2000 most recently created records.


Question #5
Northern trail Outfitters (NTO) uses Sales Cloud and service Cloud to manage sales and support processes.
Some of NTOs team are complaining they see new fields on their page unsure of which values need be input.
NTO is concerned about lack of governance in making changes to Salesforce.
Which governance measure should a data architect recommend to solve this issue?

A. Create and manage a data dictionary and ups a governance process for changes made to common objects.
B. Create validation rules with error messages to explain why the fields is used
C. Create reports to identify which users are leaving blank, and use external data sources o agreement the missing data.
D. Add description fields to explain why the field is used, and mark the field as required.


Solutions:

Question #1
Correct Answer: D
Question #2
Correct Answer: A
Question #3
Correct Answer: C
Question #4
Correct Answer: A
Question #5
Correct Answer: A

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