Most Recent Salesforce Data-Architect Exam Dumps

Prepare for the Salesforce Certified Data Architect exam with our extensive collection of questions and answers. These practice Q&A are updated according to the latest syllabus, providing you with the tools needed to review and test your knowledge.

QA4Exam focus on the latest syllabus and exam objectives, our practice Q&A are designed to help you identify key topics and solidify your understanding. By focusing on the core curriculum, These Questions & Answers helps you cover all the essential topics, ensuring you're well-prepared for every section of the exam. Each question comes with a detailed explanation, offering valuable insights and helping you to learn from your mistakes. Whether you're looking to assess your progress or dive deeper into complex topics, our updated Q&A will provide the support you need to confidently approach the Salesforce Data-Architect exam and achieve success.

The questions for Data-Architect were last updated on Mar 31, 2025.

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Question No. 1

Universal Containers (UC) is a business that works directly with individual consumers (B2C). They are moving from a current home-grown CRM system to Salesforce. UC has about one million consumer records. What should the architect recommend for optimal use of Salesforce functionality and also to avoid data loading issues?

ACreate a Custom Object Individual Consumer c to load all individual consumers.

BLoad all individual consumers as Account records and avoid using the Contact object.

CLoad one Account record and one Contact record for each individual consumer.

DCreate one Account and load individual consumers as Contacts linked to that one Account.

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Correct Answer: D

According to the exam guide, one of the objectives is to 'describe best practices for implementing a single-org strategy in a B2C scenario'1. This implies that option D is the best practice for loading individual consumers as contacts in Salesforce. This approach avoids creating unnecessary accounts and reduces data duplication. Option C is not correct because it creates one account per contact, which increases data volume and complexity. Options A and B are not correct because they do not leverage the standard contact object, which provides native functionality and integration with other Salesforce features.

Question No. 2

UC is planning a massive SF implementation with large volumes of dat

a. As part of the org's implementation, several roles, territories, groups, and sharing rules have been configured. The data architect has been tasked with loading all of the required data, including user data, in a timely manner.

What should a data architect do to minimize data load times due to system calculations?

AEnable defer sharing calculations, and suspend sharing rule calculations

BLoad the data through data loader, and turn on parallel processing.

CLeverage the Bulk API and concurrent processing with multiple batches

DEnable granular locking to avoid ''UNABLE _TO_LOCK_ROW'' error.

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Correct Answer: A

The correct answer is A, enable defer sharing calculations, and suspend sharing rule calculations. Defer sharing calculations and suspend sharing rule calculations are features that allow you to temporarily disable the automatic recalculation of sharing rules when you load large volumes of data. This can improve the performance and speed of your data load process by avoiding unnecessary system calculations. Loading the data through data loader, leveraging the bulk API, or enabling granular locking are also options that can help with data load times, but they do not directly address the system calculations issue.

Question No. 3

Universal Containers is exporting 40 million Account records from Salesforce using Informatica Cloud. The ETL tool fails and the query log indicates a full table scan time-out failure. What is the recommended solution?

AModify the export job header to specify Export-in-Parallel.

BModify the export job header to specify Sforce-Enable-PKChunking.

CModify the export query that includes standard index fields(s).

DModify the export query with LIMIT clause with Batch size 10,000.

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Correct Answer: B

The Sforce-Enable-PKChunking header enables you to extract large data sets from Salesforce by using a technique called primary key (PK) chunking. PK chunking splits your query into multiple queries based on the record IDs of the queried object.This reduces the query time and avoids the query timeout issues that can occur with large data volumes

Question No. 4

An Architect needs information about who is creating, changing, or deleting certain fields within the past four months.

How can the Architect access this information?

ACreate a field history report for the fields in question.

BAfter exporting the setup audit trail, find the fields in question.

CAfter exporting the metadata, search it for the fields in question.

DRemove 'customize application' permissions from everyone else.

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Correct Answer: B

Exporting the setup audit trail can provide information about who is creating, changing, or deleting certain fields within the past four months. The setup audit trail tracks the recent setup changes that administrators and other users have made to the organization. The setup audit trail history shows up to 20 most recent changes in the Setup area, but administrators can download a report (in CSV format) of up to six months of setup history.

Question No. 5

A customer wishes to migrate 700,000 Account records in a single migration into Salesforce. What is the recommended solution to migrate these records while minimizing migration time?

AUse Salesforce Soap API in parallel mode.

BUse Salesforce Bulk API in serial mode.

CUse Salesforce Bulk API in parallel mode.

DUse Salesforce Soap API in serial mode.

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Correct Answer: C

Using Salesforce Bulk API in parallel mode can reduce the migration time by processing multiple batches of records simultaneously and leveraging the server resources more efficiently.The Bulk API is designed for loading large amounts of data into Salesforce

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