Exam Name: Salesforce Certified Data Architecture and Management Designer
Certification Provider: Salesforce
Corresponding Certification: Salesforce Application Architect
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Data-Architecture-And-Management-Designer PDF Practice Q&A's
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- Total Questions: 224
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Salesforce Data-Architecture-And-Management-Designer Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Modeling and Database Design | 25% | - Relationships, lookup, master-detail - Data security and sharing model alignment - Standard, custom, and Big Objects - Data model design for Customer 360 |
| Salesforce Data Management | 25% | - Multi-org data consolidation - Data persistence and consistency - Virtual data and external objects - License and object usage strategy |
| Data Migration | 15% | - Export and backup strategies - Migration tools and APIs - Data quality and validation - Bulk load performance |
| Master Data Management | 5% | - Attribute consolidation and survivorship - Golden record and system of truth - Metadata and reference data management |
| Large Data Volume Considerations | 20% | - Query optimization and SOQL best practices - Archiving and data lifecycle management - Skinny tables and partitioning - Performance and indexing strategies |
| Data Governance | 10% | - Compliance and data privacy (GDPR etc.) - Data governance framework - Data classification and stewardship |
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The Salesforce Certified Data Architecture and Management Designer exam requires 58% to pass, and registration costs USD 400 (+ applicable taxes). A failed attempt means paying the same fee again — a readiness check with the Lead2PassExam engines before booking is the cheaper option.
The Data-Architecture-And-Management-Designer exam is a Salesforce certification exam validating the Salesforce Certified Data Architecture and Management Designer syllabus shown above. It belongs to these credential paths: Salesforce Certified Technical Architect, Salesforce Certified Application Architect. Candidates in 2026 start with Lead2PassExam's 224 practice questions, available as a printable PDF, a Windows Desktop Test Engine, and an Online Test Engine — three versions of the same materials.
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The official Salesforce Certified Data Architecture and Management Designer outline defines 6 domains. The leading three are Salesforce Data Management (25%), Large Data Volume Considerations (20%), and Master Data Management (5%). The full list is in the topics section above, and Lead2PassExam's 224 practice questions cover each one.
No mandatory prerequisites; recommended: 2–3 years Salesforce experience + 5+ years enterprise data management experience Since requirements change over time, confirm the latest on the official Salesforce exam page before scheduling.
The Salesforce Certified Data Architecture and Management Designer exam contains 60-65 to complete within 105 minutes. Timed simulation in the Lead2PassExam Desktop Test Engine teaches that rhythm before exam day does.
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Salesforce Certified Data Architecture and Management Designer Sample Questions:
NTO need to extract 50 million records from a custom object everyday from its Salesforce org. NTO is facing query timeout issues while extracting these records.
What should a data architect recommend in order to get around the time out issue?
- A. Ask SF support to increase the query timeout value.
- B. The REST API to extract data as it automatically chunks records by 200.
- C. Use ETL tool for extraction of records.
- D. Use a custom auto number and formula field and use that to chunk records while extracting data.
Correct Answer: C 🗳️
Which two aspects of data does an Enterprise data governance program aim to improve?
- A. Data integrity
- B. Data usability
- C. Data modeling
- D. Data distribution
Correct Answer: A,B 🗳️
NTO has decided that it is going to build a channel sales portal with the following requirements:
1. External resellers are able to authenticate to the portal with a login.
2. Lead data, opportunity data and order data are available to authenticated users.
3. Authenticated users many need to run reports and dashboards.
4. There is no need for more than 10 custom objects or additional file storage.
Which community cloud license type should a data architect recommend to meet the portal requirements?
- A. Customer community.
- B. Partner community.
- C. Customer community plus.
- D. Lightning external apps starter.
Correct Answer: B 🗳️
Universal Containers wants to implement a data -quality process to monitor the data that users are manually entering into the system through the Salesforce UI. Which approach should the architect recommend?
- A. Allow users to import their data using the Salesforce Import tools.
- B. Use Apex to validate the format of phone numbers and postal codes.
- C. Utilize a 3rd -party solution from the AppExchange for data uploads.
- D. Utilize an app from the AppExchange to create data -quality dashboards.
Correct Answer: D 🗳️
NTO has been using salesforce for sales and service for 10 years. For the past 2 years, the marketing group has noticed a raise from 0 to 35 % in returned mail when sending mail using the contact information stored in salesforce.
Which solution should the data architect use to reduce the amount of returned mails?
- A. Email all customer and asked them to verify their information and to call NTO if their address is incorrect.
- B. Have the sales team to call all existing customers and ask to verify the contact details.
- C. Use a 3rd-party data source to update contact information in salesforce.
- D. Delete contacts when the mail is returned to save postal cost to NTO.
Correct Answer: C 🗳️
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