Data-Architect exam dumps

Salesforce Data-Architect Value Package

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  • Exam Code: Data-Architect
  • Exam Name: Salesforce Certified Data Architect
  • No. of Questions: 260 Questions and Answers
  • Updated: Sep 23, 2026

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Short on prep time? Actual4Labs provides actual Salesforce Certified Data Architect practice questions to help you conquer the Data-Architect. Updated for 2026, our material ensures you study smarter, not harder.

Salesforce Data-Architect Exam Overview:

Certification Vendor:Salesforce
Exam Name:Salesforce Certified Data Architect
Exam Number:Data-Architect
Related Certifications:Salesforce Certified System Architect
Salesforce Certified Application Architect
Available Languages:English, Japanese, Simplified Chinese, Korean
Exam Format:Multiple-choice, Multiple-select, Scenario-based questions
Certificate Validity Period:3 years
Exam Price:$400 USD (first attempt), $200 USD (retake)
Passing Score:58%
Real Exam Qty:60
Exam Duration:105 minutes
Recommended Training:Salesforce Architect Documentation
Salesforce Trailhead - Data Architect Trailmix
Exam Registration:Salesforce Certification Portal
Webassessor Registration
Sample Questions: DOWNLOAD DEMO
Exam Way:Online proctored or onsite at Kryterion testing centers
Pre Condition:No mandatory prerequisites; recommended 2–3 years of experience in Salesforce data architecture, modeling, and management
Official Syllabus URL:https://www.salesforce.com/certifications/architect/data-architect/

Salesforce Data-Architect Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Modeling and Database Design25%- Indexing and data structure
  • 1. Standard and custom indexes
  • 2. Skinny tables and big objects
  • 3. Query optimization strategies
- Design scalable data models
  • 1. Data model optimization for performance
  • 2. Custom and standard object design
  • 3. Object relationships and cardinality
Topic 2: Salesforce Data Management25%- Data import and export strategies
  • 1. Tools: Data Loader, Import Wizard, Bulk API
  • 2. Migration planning and execution
  • 3. Data validation and cleansing
- Sharing and visibility design
  • 1. Data access and security model
  • 2. Sharing rules, manual sharing, Apex sharing
  • 3. Organization-wide defaults, role hierarchy
Topic 3: Data Governance and Compliance20%- Data governance framework
  • 1. Compliance and regulatory requirements
  • 2. Data stewardship and ownership
  • 3. Data quality standards
- Data lifecycle management
  • 1. Data privacy and security
  • 2. Data retention and archiving policies
  • 3. Data classification and handling
Topic 4: Data Integration and Master Data Management10%- Master data management
  • 1. MDM strategy and implementation
  • 2. Data synchronization and consistency
  • 3. Single source of truth design
- Integration patterns and tools
  • 1. Real-time vs batch integration
  • 2. External data sources and objects
  • 3. REST, SOAP, and Bulk API usage
Topic 5: Large Data Volume Considerations20%- Performance and scalability
  • 1. Avoiding and resolving data skew
  • 2. Governor limits and bulk processing
  • 3. Handling millions of records
- Storage and optimization
  • 1. Performance tuning techniques
  • 2. Archiving and off-platform storage
  • 3. Storage limits and management

Frequently Asked Questions About Salesforce Certified Data Architect

The Data-Architect exam is a core requirement for the Salesforce Certified Data Architect certification at the Architect level. Earning this validates your skills for credentials like Salesforce Certified Application Architect, Salesforce Certified System Architect.

Candidates will face 60 questions and have 105 minutes to complete the exam. This means you need strict time management. We strongly recommend taking timed practice tests to ensure you can maintain a steady pace without rushing when under actual exam time pressure.

The official examination fee is $400 USD (first attempt), $200 USD (retake), and you must achieve a score of 58% to pass. Since retaking the test requires paying the full fee again, utilizing accurate practice materials for thorough self-assessment beforehand is crucial to protect your investment.

Candidate requirements include: No mandatory prerequisites; recommended 2–3 years of experience in Salesforce data architecture, modeling, and management. Please verify all eligibility details on the official certification page before scheduling your appointment.

Registration is handled through official testing partners. The exam is delivered via Online proctored or onsite at Kryterion testing centers. You can sign up here:

The vendor suggests following official learning paths to build a foundational understanding:

Once you complete your training, use the 260 practice questions from Actual4Labs to refine your exam readiness.

Absolutely. A free PDF demo is available for you to evaluate the quality of our questions. Once purchased, you receive 365 days of free updates. If your access expires, you can renew it at a 50% discount to keep your materials current.

Your Data-Architect practice materials are delivered instantly. You can download them right away, and a copy will be sent to your email within one minute (contact support if not received in 2 hours). You can install the software on an unlimited number of computers. We also offer a 100% Money Back Guarantee: if you fail the corresponding exam within 60 days of purchase, you can claim a full refund. To apply, submit your enrollment slip and official Score Report PDF within 2 days after taking the test (processing takes up to 7 days). Note: failures within 3 days of purchase, downloaded but unattempted exams, free materials, and expired orders are excluded. The payer's name must match the candidate's name. Alternatively, you can exchange your order for two free exams of equal value and keep the original product's updates.

The syllabus is divided into 5 main domains. Key areas include "Data Governance and Compliance" (20%), "Data Integration and Master Data Management" (10%), "Salesforce Data Management" (25%). For a comprehensive breakdown of all measured skills, please review the complete exam outline table provided above.

Salesforce Certified Data Architect Sample Questions:

A health care provider wishes to use salesforce to track patient care. The following actions are in Salesforce
1. Payment Providers: Orgas who pay for the care 2 patients.
2. Doctors: They provide care plan for patients and need to support multiple patients, they are provided access to patient information.
3. 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 Person Accounts, Payment providers as Accounts, & Doctors as Contacts
  • B. Patients as Contacts, Payment providers as Accounts, & Doctors as Accounts
  • 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
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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What makes Skinny tables fast? Choose three answers.

  • A. Their tables are kept in sync with their source tables when the source tables are modified
  • B. They avoid resource intensive joins
  • C. They can contain fields from other objects
  • D. They do not include soft-deleted records
  • E. They support up to a max of 100 of columns
Reveal Solution  Discussion  0

Correct Answer: A,B,D  🗳️

Explanation: Only visible for Actual4Labs members. You can sign-up / login (it's free).

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. Enable the field -level security permissions for the fields to send.
  • B. A Field Set that determines which fields to send in an HTTP callout.
  • C. An Outbound Message to determine which fields to send to the OMS.
  • D. A set < sobjectFieldset > to determine which fields to send in an HTTP callout.
Reveal Solution  Discussion  0

Correct Answer: B,C  🗳️

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. Create a custom object to store aggregate data and run reports.
  • B. Contact Salesforce support to enable skinny table for cases.
  • C. Move data off of the platform and run reporting outside Salesforce, and give access to reports.
  • D. Build reports using custom Lightning components.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for Actual4Labs members. You can sign-up / login (it's free).

Northern Trail Outfitters (NTO) has recently implemented Salesforce to track opportunities across all their regions. NTO sales teams across all regions have historically managed their sales process in Microsoft Excel.
NTO sales teams are complaining that their data from the Excel files were not migrated as part of the implementation and NTO is now facing low Salesforce adoption.
What should a data architect recommend to increase Salesforce adoption?

  • A. Create a chatter group and upload all Excel files to the group.
  • B. Use the Excel connector to Salesforce to sync data from individual Excel files.
  • C. Define a standard mapping and train sales users to import opportunity data.
  • D. Load data in external database and provide access to database to sales users.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Explanation: Only visible for Actual4Labs members. You can sign-up / login (it's free).

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