Diversified Data-Architect Study Materials | Ace Your Exam with Our Dumps

At Passitcerts, we prioritize keeping our resources up to date with the latest changes in the Salesforce Certified Data Architect (SU25) exam provided by Salesforce. Our team actively monitors any adjustments in exam objectives, question formats, or other key updates, and we quickly revise our practice questions and study materials to reflect these changes. This dedication ensures that our clients always have access to the most accurate and current content. By using these updated questions, you can approach the Application Architect exam with confidence, knowing you're fully prepared to succeed on your first attempt.

Passing your certification by successfully completing the Salesforce Certified Data Architect (SU25) exam will open up exciting career opportunities in your field. This certification is highly respected by employers and showcases your expertise in the industry. To support your preparation, we provide genuine Salesforce Certified Data Architect (SU25) questions that closely mirror those you will find in the actual exam. Our carefully curated question bank is regularly updated to ensure it aligns with the latest exam patterns and requirements. By using these authentic questions, you'll gain confidence, enhance your understanding of key concepts, and greatly improve your chances of passing the exam on your first attempt. Preparing with our reliable question bank is the most effective way to ensure success in earning your Application Architect certification.

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Set to Tackle the Data Architect Exam? Build Your Salesforce Data Skills with Our Data-Architect Exam Dumps

These days, businesses live or die by their data—Gartner’s 2024 report says 80% of companies will lean on advanced analytics by 2026, and Salesforce is right at the heart of it. The Salesforce Certified Data Architect exam, introduced years back and updated in 2025, offers a way to show you can shape that data into something useful within the platform. Whether you’re an IT pro new to Salesforce or a seasoned expert looking to master its data tools, this certification highlights your ability to design smart, scalable solutions.

It’s a real measure of your expertise, but with Passitcerts Data Architect braindumps—full of accurate practice questions—and some hands-on time, success is well within reach. We’re here to support your efforts—grab our exam dumps PDF and start paving a path to a career that thrives on data!

Why the Data Architect Certification Matters

This certification establishes your knack for crafting Salesforce data strategies—from modeling to governance—a critical skill when over 150,000 companies use Salesforce, per their 2024 figures. It’s part of Salesforce’s Architect track, tailored for admins, developers, or architects who’ve got some platform experience under their belt, though it’s open to anyone ready to dive in. In 2025, as firms push for sharper analytics and integrations, it’s a practical way to prove they can keep their data clean, connected, and ready for action.

Getting familiar with the Data Architect Exam: Key Facts

Here’s the breakdown, based on Salesforce’s Credentialing and Trailhead

Aspect	Details
Time	105 minutes
Questions	60 multiple-choice/multiple-select
Passing Score	58% (approximately 35/60 correct)
Cost	$200 USD (retake $100; discounts via Salesforce)
Delivery	Online proctored or Pearson VUE centers

Notable Points:

No strict prerequisites, but Salesforce recommends Administrator or Platform App Builder certs and 2-3 years of data experience.
Valid indefinitely—no expiration, though keeping up with Salesforce releases is wise.

Our Data Architect practice dumps from Passitcerts align with this setup, offering real exam questions to keep your prep on track.

How It Came to Be: Data Architect vs. Pre-2018 Data Exams

The Data Architect Dumps exam evolved from older Salesforce data-focused tests (e.g., pre-2018 “Data Management” modules). Here’s the shift:

Pre-2018 Data Exams vs. Data Architect

FEATURE	PRE-2018 DATA EXAMS	DATA ARCHITECT (2018 ONWARD)
LAUNCH	Pre-2018 (varied)	Around 2018
RETIREMENT	Around 2018	Active in 2025
QUESTIONS	~40-50 (varied)	60
TIME	~90 mins (varied)	105 minutes
FOCUS	Basic data admin	Full data design, governance

The Data Architect broadens into strategic design—our dumps reflect its new scope.

What’s in Store: Exam Topics

The exam covers five key domains, per Salesforce’s syllabus:

Topic	Weight	What It Covers
Data Modeling	25%	Objects, relationships, schemas
Data Management	20%	Import/export, quality, duplicates
Security & Access	20%	Permissions, sharing, encryption
Large Data Volumes	20%	Performance, archiving, optimization
Data Integration	15%	Tools, APIs, external systems

Data Modeling, at 25%, leads the pack. Our Data Architect dumps from Passitcerts target these with real questions.

How Our Dumps Smooth Your Path

Our Data Architect Exam Dumps from Passitcerts make it easier:

Don’t pass? A full refund is yours, no hassle.
Got a question? Help’s here 24/7.
Matches the latest exam content.
New content comes at no extra cost.
Questions mirror the exam’s style.
Confused about schemas? They’re explained simply.
See what’s strong and what needs more effort.

Our dumps clarify—use real exam questions for better understanding—and guide you through. Many have passed with Passitcerts—your turn’s next!

What’s Next: Jobs and Pay After Passing

Passing this exam opens data roles

ROLE	YEARLY PAY (2025 EST.)
DATA ARCHITECT	$110,000–$140,000
SALESFORCE ADMIN	$90,000–$115,000
CRM ANALYST	$95,000–$120,000

Our Data Architect dumps from Passitcerts set you up for these opportunities.

The Salesforce Certified Data Architect exam, established years back and tuned for 2025, offers a solid chance to showcase data expertise in a platform shaping business today. Hands-on practice lays the groundwork, guides add depth, but our Data Architect practice dumps from Passitcerts provide a steady way to hit 58% on your first go. At $200—or less with discounts—it’s a fair deal, so why wait? Secure our dumps, grow your know-how, and be the one businesses turn to for data that drives results.

Question # 1

Universal Containers has been a customer of Salesforce for 10 years. Currently they have 2 million accounts in the system. Due to an erroneous integration built 3 years ago, it is estimated there are 500,000 duplicates in the system. Which solution should a data architect recommend to remediate the duplication issue?

A.    Develop an ETL process that utilizers the merge API to merge the duplicate records
B.    Utilize a data warehouse as the system of truth
C.    Extract the data using data loader and use excel to merge the duplicate records
D.    Implement duplicate rules

Question # 2

UC is migrating individual customers (B2C) data from legacy systems to SF. There are millions of customers stored as accounts and contacts in legacy database. Which object model should a data architect configure within SF?

A.    Leverage person account object in Salesforce
B.    Leverage custom person account object in SF
C.    Leverage custom account and contact object in SF
D.    Leverage standard account and contact object in SF

Question # 3

Universal Containers (UC) is in the process of selling half of its company. As part of this split, UC's main Salesforce org will be divided into two org:org A and org B, UC has delivered these requirements to its data architect 1. The data model for Org B will drastically change with different objects, fields, and picklist values. 2. Three million records will need to be migrated from org A to org B for compliance reasons. 3. The migrate will need occur within the next two month, prior to be split. Which migrate strategy should a data architect use to successfully migrate the date?

A.    use as ETL tool to orchestrate the migration.
B.    Use Data Loader for export and Data Import Wizard for import
C.    Write a script to use the Bulk API
D.    Use the Salesforces CLI to query, export, and import

Question # 4

Universal Containers is establishing a call center that will use Salesforce. UC receives 10 million calls and creates 100 million cases every month. Cases are linked to a custom call object using lookup relationship. UC would like to run reports and dashboard to better understand different case types being created on calls to better serve customers. What solution should a data architect recommend to meet the business requirement?

A.    Archive records to a data warehouse and run analytics on the data warehouse.
B.    Leverage big objects to archive records and Einstein Analytics to run reports.
C.   Leverage custom objects to store aggregate data and run analytics
D.    Leverage out-of-the-box reports and dashboard on case and interactive voice response (IVR) custom object.

Question # 5

Universal Containers (UC) is migrating from a legacy system to Salesforce CRM, UC is concerned about the quality of data being entered by users and through external integrations. Which two solutions should a data architect recommend to mitigate data quality issues?

A.    Leverage picklist and lookup fields where possible
B.    Leverage Apex to validate the format of data being entered via a mobile device.
C.    Leverage validation rules and workflows.
D.    Leverage third-party- AppExchange tools

Question # 6

Cloud Kicks has the following requirements: - Data needs to be sent from Salesforce to an external system to generate invoices from their Order Management System (OMS). - A Salesforce administrator must be able to customize which fields will be sent to the external system without changing code. What are two approaches for fulfilling these requirements? (Choose two.)

A.    A set<sobjectFieldset> to determine which fields to send in an HTTP callout.
B.    An Outbound Message to determine which fields to send to the OMS.
C.    A Field Set that determines which fields to send in an HTTP callout.
D.     Enable the field -level security permissions for the fields to send.

Question # 7

Universal Containers (UC) has implemented a master data management strategy, which uses a central system of truth, to ensure the entire company has the same customer information in all systems. UC customer data changes need to be accurate at all times in all of the systems. Salesforce is the identified system of record for this information. What is the correct solution for ensuring all systems using customer data are kept up to date?

A.          Send customer data nightly to the system of truth in a scheduled batch job.
B.          Send customer record changes from Salesforce to each system in a nightly batch job.
C.          Send customer record changes from Salesforce to the system of truth in real time.
D.          Have each system pull the record changes from Salesforce using change data capture.

Question # 8

Universal Containers (UC) is migrating data from legacy system to Salesforce. During data analysis it was discovered that data types of fields being migrated do not match with Salesforce data types. Which solution should a data architect use to ensure successful data migrations?

A.          Migrate legacy data to a staging database for mapping then leverage an ETL tool to transform the data and load into Salesforce.
B.          Export legacy data into the staging database and leverage stored procedures to transform data types before loading into Salesforce.
C.          Migrate the legacy data leveraging an ETL tool to transform data types and load data into Salesforce.
D.          Export legacy data into CSV files and leverage data loader to load data into Salesforce.

Question # 9

A health care provider wishes to use salesforce to track patient care. The following actions are in Salesforce Payment Providers: Orgas who pay for the care 2 patients 1. Doctors: They provide care plan for patients and need to support multiple patients, they are provided access to patient information. 2. Patients: They are individuals who need care. A data architect needs to map the actor to Sf objects. What should be the optimal selection by the data architect?

A.          Patients as Contacts, Payment providers as Accounts, & Doctors as Accounts
B.          Patients as Person Accounts, Payment providers as Accounts, & Doctors as Contacts
C.          Patients as Person Accounts, Payment providers as Accounts, & Doctors as Person Account
D.          Patients as Accounts, Payment providers as Accounts, & Doctors as Person Accounts

Question # 10

Universal Containers keeps its Account data in Salesforce and its Invoice data in a third -party ERP system. They have connected the Invoice data through a Salesforce external object. They want data from both Accounts and Invoices visible in one report in one place. What two approaches should an architect suggest for achieving this solution? Choose 2 answers

A.          Create a report in an external system combining Salesforce Account data and Invoice data from the ERP.
B. Create a report combining data from the Account standard object and the Invoices external object
C.         Create a Visualforce page combining Salesforce Account data and Invoice external object data.
D.           Create a separate Salesforce report for Accounts and Invoices and combine them in a dashboard.

Question # 11

The data architect for UC has written a SOQL query that will return all records from the Task object that do not have a value in the WhatID field: Select id, description, Subject from Task where WhatId!= NULL When the data architect usages the query to select values for a process a time out error occurs. What does the data architect need to change to make this query more performat?

A.    Remove description from the requested field set.
B.    Change query to SOSL.
C.    Add limit 100 to the query.
D.   Change the where clause to filter by a deterministic defined value.

Question # 12

Ursa Major Solar's legacy system has a quarterly accounts receivable report that compiles data from the following: - Accounts - Contacts - Opportunities - Orders - Order Line Items Which issue will an architect have when implementing this in Salesforce?

A.          Custom report types CANNOT contain Opportunity data.
B.          Salesforce does NOT support Orders or Order Line Items.
C.          Salesforce does NOT allow more than four objects in a single report type.
D.          A report CANNOT contain data from Accounts and Contacts.

Question # 13

Universal Containers has provided a web order form for its customer and has noticed invalid data coming in on orders. What should be used to mitigate this problem?

A.    Work Flow Rules
B.    Formatted Fields
C.    Apex Trigger
D.    Validation Rules

Question # 14

Universal Containers (UC) owns several Salesforce orgs across a variety of business units. UC management has declared that it needs the ability to report on Accounts and Opportunities from each org in one place. Once the data is brought together into a global view, management would like to use advanced Al-driven analytics on the dataset. Which tool should a data architect recommend to accomplish this reporting requirement?

A.    Run standard reports and dashboards.
B.    Install a third-party AppExchange tool for multi-org reporting.
C.    Use Einstein Analytics for multi-org.
D.    Write a Python script to aggregate and visualize the data.

Question # 15

Universal Containers (UC) has built a custom application on Salesforce to help track shipments around the world. A majority of the shipping records are stored on premise in an external data source. UC needs shipment details to be exposed to the custom application, and the data needs to be accessible in real time. The external data source is not OData enabled, and UC does not own a middleware tool. Which Salesforce Connect procedure should a data architect use to ensure UC's requirements are met?

A.    Write an Apex class that makes a REST callout to the external API.
B.    Develop a process that calls an inviable web service method.
C.    Migrate the data to Heroku and register Postgres as a data source.
D.    Write a custom adapter with the Apex Connector Framework.

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