Salesforce Data-Architect exam Dumps [2026] to Achieve Higher Results

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Salesforce Data-Architect certification exam consists of 60 multiple-choice questions and 5 non-scored questions. You will have 105 minutes to complete the exam, and you must achieve a score of 65% or higher to pass. Data-Architect exam covers a range of topics, including data modeling, data management, data governance, data security, and data quality.

Salesforce Data-Architect certification exam is designed to test the candidate's ability to design, implement, and maintain complex data architectures that are scalable, reliable, and secure. Data-Architect Exam covers a wide range of topics, including data modeling, data integration, data governance, and data security. Data-Architect exam is designed to be challenging, and candidates must have a deep understanding of the Salesforce platform and its underlying technologies.

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Salesforce Certified Data Architect certification exam is a comprehensive test that covers a wide range of topics including data modeling, data integration, data governance, data security, and data management. Data-Architect exam is designed to assess the candidate's ability to design and implement complex data solutions in the Salesforce platform. Data-Architect Exam consists of multiple-choice questions and performance-based scenarios that test the candidate's knowledge and skills.

Salesforce Certified Data Architect Sample Questions (Q113-Q118):

NEW QUESTION # 113
Universal Containers (UC) maintains a collection of several million Account records that represent business in the United Sates. As a logistics company, this list is one of the most valuable and important components of UC ' s business, and the accuracy of shipping addresses is paramount. Recently it has been noticed that too many of the addresses of these businesses are inaccurate, or the businesses don ' t exist. Which two scalable strategies should UC consider to improve the quality of their Account addresses?

A. Build a team of employees that validate Accounts by searching the web and making phone calls.
B. Integrate with a third-party database or services for address validation and enrichment.
C. Contact each business on the list and ask them to review and update their address information.
D. Leverage Data.com Clean to clean up Account address fields with the D & B database.

Answer: B,D

Explanation:
Integrating with a third-party database or service for address validation and enrichment is a scalable strategy that can improve the quality of the Account addresses by comparing them with a reliable source of data 1
. Leveraging Data.com Clean to clean up Account address fields with the D & B database is another scalable strategy that can automatically update and enrich Account records with verified information from Data.com 2 .

NEW QUESTION # 114
Universal Containers has multiple systems all containing and maintaining customer dat a. Although point-to-point integrations are in place, customers are complaining about consistency in the data.
What solution should the data architect recommend?

A. An MDM solution as the customer master, with centralized integrations to ensure consistency across all systems.
B. Perform a onetime synchronization to level set the built up inconsistencies
C. Data cleanse each system
D. Improve existing point-to-point integrations

Answer: A

NEW QUESTION # 115
Universal Containers (CU) is in the process of implementing an enterprise data warehouse (EDW). UC needs to extract 100 million records from Salesforce for migration to the EDW.
What data extraction strategy should a data architect use for maximum performance?

A. Install a third-party AppExchange tool.
B. Call the REST API in successive queries.
C. Use the Bulk API in parallel mode.
D. Utilize PK Chunking with the Bulk API.

Answer: D

NEW QUESTION # 116
DreamHouse Realty has a data model as shown in the image. The Project object has a private sharing model, and it has Roll-Up summary fields to calculate the number of resources assigned to the project, total hours for the project, and the number of work items associated to the project.
There will be a large amount of time entry records to be loaded regularly from an external system into Salesforce.

What should the Architect consider in this situation?

A. Load all data using external IDs to link to parent records.
B. Load all data after deferring sharing calculations.
C. Calculate summary values instead of Roll-Up by using triggers.
D. Calculate summary values instead of Roll-Up by using workflow.

Answer: B

Explanation:
According to the exam guide, one of the objectives is to "describe the use cases and considerations for deferring sharing calculations"1. This implies that option A is the correct way to load large amounts of data into Salesforce without affecting performance and data integrity. Deferring sharing calculations allows the data to be loaded first and then the sharing rules to be applied later2. Option B is not correct because workflows are not recommended for calculating summary values, as they can cause performance issues and data skew3. Option C is not correct because triggers are also not recommended for calculating summary values, as they can cause governor limit errors and data inconsistency. Option D is not correct because external IDs are used to link records from different systems, not to improve data loading performance.

NEW QUESTION # 117
UC is building a salesforce application to track contacts and their respective conferences that they have attended with the following requirements:
1. Contacts will be stored in the standard contact object.
2. Conferences will be stored in a custom conference_ c object.
3. Each contact may attend multiple conferences and each conference may be related to multiple contacts.
How should a data architect model the relationship between the contact and conference objects?

A. Create a master detail relationship field on the Conference object.
B. Create a master detail relationship field on the Contact object.
C. Create a lookup relationship field on contact object.
D. Implement a Contact Conference junction object with master detail relationship to both contact and conference_c

Answer: D

NEW QUESTION # 118
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