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 Data-Architect Dumps with Practice Exam Questions Answers

Questions: 257 Questions and Answers With Step-by-Step Explanation

Last Update: Jun 5, 2025

Data-Architect Question Includes: Single Choice Questions: 172, Multiple Choice Questions: 85,

Data-Architect Questions and Answers

Question # 1

For a production cutover, a large number of Account records will be loaded into Salesforce from a legacy system. The legacy system does not have enough information to determine the Ownership for these Accounts upon initial load. Which two recommended options assign Account ownership to mitigate potential performance problems?

A.

Let a “system user” own all the Account records without assigning any role to this user in Role Hierarchy.

B.

Let a “system user” own the Account records and assign this user to the lowest-level role in the Role Hierarchy.

C.

Let the VP of the Sales department, who will report directly to the senior VP, own all the Account records.

D.

Let a “system user” own all the Account records and make this user part of the highest-level role in the Role Hierarchy.

Question # 2

Universal Containers has defined a new Data Quality Plan for their Salesforce data and wants to know how they can enforce it throughout the organization. Which two approaches should an architect recommend to enforce this new plan?

Choose 2 answers

A.

Schedule a weekly dashboard displaying records that are missing information to be sent to managers for review.

B.

Use Workflow, Validation Rules, and Force.com code (Apex) to enforce critical business processes.

C.

Schedule reports that will automatically catch duplicates and merge or delete the records every week.

D.

Store all data in an external system and set up an integration to Salesforce for view -only access.

Question # 3

Universal Containers (UC) has multi -level account hierarchies that represent departments within their major Accounts. Users are creating duplicate Contacts across multiple departments. UC wants to clean the data so as to have a single Contact across departments. What two solutions should UC implement to cleanse their data? Choose 2 answers

A.

Make use of a third -party tool to help merge duplicate Contacts across Accounts.

B.

Use Data.com to standardize Contact address information to help identify duplicates.

C.

Use Workflow rules to standardize Contact information to identify and prevent duplicates.

D.

Make use of the Merge Contacts feature of Salesforce to merge duplicates for an Account.

Question # 4

North Trail Outfitters (NTD) is in the process of evaluating big objects to store large amounts of asset data from an external system. NTO will need to report on this asset data weekly.

Which two native tools should a data architect recommend to achieve this reporting requirement?

A.

Standard reports and dashboards

B.

Async SOQL with a custom object

C.

Standard SOQL queries

D.

Einstein Analytics

Question # 5

Universal Containers (UC) 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. What should the architect consider, knowing there will be a large amount of time entry records to be loaded regularly from an external

system into Salesforce.com?

A.

Load all data using external IDs to link to parent records.

B.

Use workflow to calculate summary values instead of Roll -Up.

C.

Use triggers to calculate summary values instead of Roll -Up.

D.

Load all data after deferring sharing calculations.

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1. What is the Salesforce Certified Data Architect (SP25) Exam?


The Salesforce Certified Data Architect (SP25) exam is designed for specialists who create robust, scalable, and high-performing enterprise data management solutions on the Salesforce Platform.

2. Who should take the Salesforce Data-Architect Exam?


If you’re a data architect, solution designer, or anyone responsible for designing data models and managing data within Salesforce, this certification is ideal for you. It’s a valuable credential for professionals aiming to enhance their data-related skills.

3. What topics are covered in the Data-Architect Exam?


The Data-Architect exam covers a comprehensive range of subjects, including:

  • Data modeling concepts and techniques for Salesforce
  • Designing and implementing data security and governance strategies
  • Understanding data quality and implementing data cleansing methods
  • Utilizing Salesforce data management tools like Data Loader and DML
  • Integrating Salesforce with external data sources
  • Building and deploying data pipelines

4. What format does the Salesforce Data-Architect Exam take?


The Salesforce Data-Architect exam is a multiple-choice exam. It consists of 60 questions, and you’ll have 105 minutes to complete it.

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The passing score for the Salesforce Data-Architect exam is 65%.

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