Salesforce Data-Architect : Salesforce Certified Data Architect

  • Exam Code: Data-Architect
  • Exam Name: Salesforce Certified Data Architect
  • Updated: Oct 26, 2026
  • Q & A: 260 Questions and Answers

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About Salesforce Data-Architect Exam Questions

Preparation quality decides outcomes. ValidVCE keeps the Data-Architect bank latest and valid with daily reviews, so the Salesforce Certified Data Architect exam never asks a question you have not seen in some form. Practice with 260 practice questions for the Data-Architect exam and arrive confident.

Salesforce Data-Architect Exam Overview:

Certification Vendor:Salesforce
Exam Name:Salesforce Certified Data Architect Exam
Exam Number:Data-Architect
Certificate Validity Period:1 year (maintenance required annually via Trailhead certification maintenance)
Real Exam Qty:60
Available Languages:Japanese, French, English, German, Portuguese, Spanish
Exam Format:Multiple Choice, Multiple Select
Exam Duration:105 minutes
Related Certifications:Salesforce Certified Integration Architect
Salesforce Certified Sharing and Visibility Architect
Salesforce Certified Platform Developer I
Salesforce Certified Platform Developer II
Salesforce Certified Platform App Builder
Passing Score:58%
Exam Price:$400 USD
Recommended Training:Salesforce Architect Trailmix
Salesforce Data Architecture and Management
Exam Registration:Salesforce Architect Credentials Overview
Salesforce Certification Registration
Sample Questions:Free Download still valid Data-Architect vce
Exam Way:Online proctored exam or authorized testing center
Pre Condition:No mandatory prerequisites. Recommended: experience with Salesforce platform architecture and related certifications such as Platform Developer I, Platform App Builder, and Integration Architect.
Official Syllabus URL:https://trailhead.salesforce.com/en/credentials/architectdatam

Salesforce Data-Architect Exam Syllabus Topics:

SectionObjectives
Topic 1: Large Data Volume and Performance- Scalability considerations
  • 1. Indexing and query optimization
    • 2. Bulk data processing strategies
      Topic 2: Data Modeling and Database Design- Data modeling concepts
      • 1. Normalization and denormalization strategies
        • 2. Relational vs. non-relational data design
          - Salesforce data model design
          • 1. Standard and custom objects usage
            • 2. Schema design for scalability
              Topic 3: Master Data Management (MDM)- MDM architecture
              • 1. Data synchronization approaches
                • 2. Golden record design
                  Topic 4: Data Governance and Management- Security and compliance
                  • 1. Regulatory compliance considerations
                    • 2. Data access controls
                      - Data quality management
                      • 1. Deduplication strategies
                        • 2. Data validation rules
                          Topic 5: Data Integration- Salesforce integration tools
                          • 1. Platform events and change data capture
                            • 2. MuleSoft and REST/SOAP APIs
                              - Integration patterns
                              • 1. API-based integration strategies
                                • 2. ETL vs real-time integration

                                  Your Salesforce Certified Data Architect Exam Questions, Resolved

                                  The Salesforce Certified Data Architect exam is split across 5 areas, with Data Governance and Management, Data Integration, Data Modeling and Database Design carrying the most weight. Study in proportion to those shares — the full outline is in the section above this page.

                                  The Salesforce Certified Data Architect exam costs $400 USD per attempt, with 58% required to pass. Fail, and that fee returns in full for the retake. Practice with ValidVCE questions until your timed mock scores clear 58% comfortably — then the exam fee is a single payment, not a subscription.

                                  The Data-Architect exam is Salesforce's official certification test — passing it earns the Salesforce Certified Data Architect credential at the Expert level. Its influence comes from how practical it is: employers use the Salesforce Certified Data Architect certificate as proof that you can do the work, not just talk about it. It also connects to Salesforce Certified Platform App Builder, Salesforce Certified Platform Developer I, Salesforce Certified Platform Developer II, Salesforce Certified Sharing and Visibility Architect, Salesforce Certified Integration Architect, giving the credential a natural next step.

                                  Yes — ValidVCE offers a free demo of the Salesforce Certified Data Architect questions so you can see the quality before you pay. After purchase, 365 days of free updates are included; once the year expires, renew the update service at a 50% discount from your member zone.

                                  Delivery of the exam itself is via Online proctored exam or authorized testing center.

                                  Delivery is instant: your Data-Architect product is emailed within one minute of payment — if nothing arrives within 2 hours, check spam and contact our 7x24 support; we reply within two hours and resend immediately. On failure, the guarantee has written terms: sit the corresponding Data-Architect exam within 60 days of purchase, submit a scanned enrollment slip and the official Score Report PDF within 2 days after the exam, and the refund completes within 7 days. The policy covers the corresponding exam only; attempts within 3 days of purchase, exams never actually taken, free materials, and expired orders are excluded, and the candidate name must match the payer name. If you prefer, exchange your product for two free exam products of equal value and keep the update service on the original.

                                  Yes, the vendor recommends these options:

                                  Training covers the theory; the 260 practice questions for the Data-Architect exam from ValidVCE test it under real exam conditions.

                                  The Salesforce Certified Data Architect exam contains 60 questions within 105 minutes. That is a tight ratio — the candidates who finish calmly are the ones who practiced under a clock. Run full timed sessions in the ValidVCE test engine until Data-Architect exam pacing becomes habit, not hope.

                                  No mandatory prerequisites. Recommended: experience with Salesforce platform architecture and related certifications such as Platform Developer I, Platform App Builder, and Integration Architect. These rules are set by Salesforce and may change, so confirm the current requirements on the official exam page: https://trailhead.salesforce.com/en/credentials/architectdatam before registering for the Salesforce Certified Data Architect exam.

                                  Salesforce Certified Data Architect Sample Questions:

                                  Question #1

                                  Universal Containers (UC) is implementing a Salesforce project with large volumes of data and daily transactions. The solution includes both real-time web service integrations and Visualforce mash -ups with back -end systems. The Salesforce Full sandbox used by the project integrates with full-scale back -end testing systems. What two types of performance testing are appropriate for this project?
                                  Choose 2 answers

                                  • A. Stress testing against the web services hosted by the integration middleware.
                                  • B. Pre -go -live automated page -load testing against the Salesforce Full sandbox.
                                  • C. Pre -go -live unit testing in the Salesforce Full sandbox.
                                  • D. Post go -live automated page -load testing against the Salesforce Production org.
                                  Reveal Solution  Discussion  0

                                  Correct Answer: A,B  🗳️

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

                                  Question #2

                                  Cloud Kicks needs to purge detailed transactional records from Salesforce. The data should be aggregated at a summary level and available in Salesforce.
                                  What are two automated approaches to fulfill this goal? (Choose two.)

                                  • A. Third-party Integration Tool (ETL)
                                  • B. Third-party Business Intelligence system
                                  • C. Apex Triggers
                                  • D. Schedulable Batch Apex
                                  Reveal Solution  Discussion  0

                                  Correct Answer: A,D  🗳️

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

                                  Question #3

                                  Universal container (UC) would like to build a Human resources application on Salesforce to manage employee details, payroll, and hiring efforts. To adequately and store the relevant data, the application will need to leverage 45 custom objects. In addition to this, UC expects roughly 20,00 API calls into Salesfoce from an n-premises application daily.
                                  Which license type should a data architect recommend that best fits these requirements?

                                  • A. Lightning Platform plus
                                  • B. Lightning platform Start
                                  • C. Service Cloud
                                  • D. Lightning External Apps Starts
                                  Reveal Solution  Discussion  0

                                  Correct Answer: A  🗳️

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

                                  Question #4

                                  UC has large amount of orders coming in from its online portal. Historically all order are assigned to a generic user.
                                  Which 2 measures should data architect recommend to avoid any performance issues while working with large number of order records? Choose 2 answers:

                                  • A. Salesforce handles the assignment of orders automatically and there is no performance impact.
                                  • B. Create a role at top of role hierarchy and assign the role to the generic user.
                                  • C. Clear the role field in the generic user record.
                                  • D. Create a pool of generic users and distribute the assignment of memory to the pool of users.
                                  Reveal Solution  Discussion  0

                                  Correct Answer: B,C  🗳️

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

                                  Question #5

                                  UC has a requirement to migrate 100 million order records from a legacy ERP application into the salesforce platform. UC does not have any requirements around reporting on the migrated data.
                                  What should a data architect recommend to reduce the performance degradation of the platform?

                                  • A. Implement a custom big object to store the data.
                                  • B. Use the standard "Order" object to store the data.
                                  • C. Create a custom object to store the data.
                                  • D. Use a standard big object defined by salesforce.
                                  Reveal Solution  Discussion  0

                                  Correct Answer: A  🗳️

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

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