Salesforce Plat-Arch-201 : Salesforce Certified Platform Data Architect

  • Exam Code: Plat-Arch-201
  • Exam Name: Salesforce Certified Platform Data Architect
  • Updated: Nov 10, 2026
  • Q & A: 279 Questions and Answers

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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Migration15%- Migration strategy and planning
  • 1. Assessment, mapping, validation and rollback planning
- Migration execution and tools
  • 1. Data loader, ETL tools and bulk API usage
- Data quality and validation
  • 1. Cleaning, deduplication and post-migration verification
Topic 2: Data Modeling and Database Design25%- Data model design for Customer 360
  • 1. Scalable design aligned with security and sharing model
  • 2. Objects, fields, relationships and object features
- Object type selection
  • 1. Standard/custom objects vs Big Objects: use cases, pros and cons
- Data skew prevention
  • 1. Avoid record locking, sharing issues and excessive parent-child relationships
- Metadata management
  • 1. Business dictionary, data lineage, taxonomy and classification
Topic 3: Data Governance, Quality and Security15%- Data security and compliance
  • 1. Access control, encryption, compliance and audit
- Data quality management
  • 1. Profiling, monitoring, cleansing and enrichment
- Data governance framework
  • 1. Policies, standards, ownership and stewardship
Topic 4: Large Data Volumes and Performance20%- Storage and scalability planning
  • 1. Data volume growth planning and storage limits
- Query and performance optimization
  • 1. Indexing, selective queries and avoiding performance bottlenecks
- LDV architecture design
  • 1. Data distribution, archiving and partitioning strategies
Topic 5: Master Data Management5%- MDM implementation approaches
  • 1. Harmonization, consolidation, survivorship rules and thresholds
  • 2. Canonical modeling and hierarchy management
- Golden record and system of truth
  • 1. Establishing single source of truth in single org
Topic 6: Data Integration20%- External data sources
  • 1. External Objects, OData and virtual data access
- Data synchronization and consistency
  • 1. Conflict resolution, data consistency and idempotency
- Integration patterns and technologies
  • 1. APIs, middleware and external systems integration
  • 2. Synchronous vs asynchronous, batch vs real-time

Salesforce Certified Platform Data Architect Sample Questions:

Question #1

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.
Reveal Solution  Discussion  0

Correct Answer: B,C  🗳️

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Question #2

Based on government regulations, a Salesforce customer plans to implement the following in Salesforce for compliance:
- Access to customer information based on record ownership
- Ability for customers to request removal of their information from
Salesforce
- Prevent users from accessing Salesforce from outside company network
(virtual private network, or VPN)
What should a data architect recommend to address these requirements?

  • A. Implement IP restrictions, sharing settings, and custom Apex to support customer requests.
  • B. Implement Salesforce shield with Event Monitoring to address the requirement.
  • C. Allow users access to Salesforce through a custom web application hosted within VPN.
  • D. Contact Salesforce support to restrict access only with VPN and other requirements
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #3

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. Have each system pull the record changes from Salesforce using change data capture.
  • D. Send customer record changes from Salesforce to the system of truth in real time.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #4

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?

  • A. Modify the export query with LIMIT clause with Batch size 10,000.
  • B. Modify the export query that includes standard index fields(s).
  • C. Modify the export job header to specify Sforce-Enable-PKChunking.
  • D. Modify the export job header to specify Export-in-Parallel.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #5

A large retail company has recently chosen SF as its CRM solution. They have the following record counts:
- 2500000 accounts
- 25000000 contacts
When doing an initial performance test, the data architect noticed an extremely slow response for reports and list views.
What should a data architect do to solve the performance issue?

  • A. Load only the data that the users is permitted to access
  • B. Create a skinny table to represent account and contact objects.
  • C. Add custom indexes on frequently searched account and contact objects fields
  • D. Limit data loading to the 2000 most recently created records.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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