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

Exam Code: Plat-Arch-201

Exam Name: Salesforce Certified Platform Data Architect

Updated: Sep 02, 2026

Q & A: 279 Questions and Answers

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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Large Data Volumes and Performance20%- Query and performance optimization
  • 1. Indexing, selective queries and avoiding performance bottlenecks
- Storage and scalability planning
  • 1. Data volume growth planning and storage limits
- LDV architecture design
  • 1. Data distribution, archiving and partitioning strategies
Topic 2: Data Integration20%- Data synchronization and consistency
  • 1. Conflict resolution, data consistency and idempotency
- External data sources
  • 1. External Objects, OData and virtual data access
- Integration patterns and technologies
  • 1. APIs, middleware and external systems integration
  • 2. Synchronous vs asynchronous, batch vs real-time
Topic 3: Data Migration15%- Migration execution and tools
  • 1. Data loader, ETL tools and bulk API usage
- Data quality and validation
  • 1. Cleaning, deduplication and post-migration verification
- Migration strategy and planning
  • 1. Assessment, mapping, validation and rollback planning
Topic 4: 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 5: Data Governance, Quality and Security15%- Data governance framework
  • 1. Policies, standards, ownership and stewardship
- Data quality management
  • 1. Profiling, monitoring, cleansing and enrichment
- Data security and compliance
  • 1. Access control, encryption, compliance and audit
Topic 6: Data Modeling and Database Design25%- Metadata management
  • 1. Business dictionary, data lineage, taxonomy and classification
- 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
- Data model design for Customer 360
  • 1. Objects, fields, relationships and object features
  • 2. Scalable design aligned with security and sharing model

Salesforce Certified Platform Data Architect Sample Questions:

Question 1

Universal Container has implemented Sales Cloud to manage patient and related health records.
During a recent security audit of the system, it was discovered that same standard and custom fields need to encrypted. Which solution should a data architect recommend to encrypt existing fields?

A. Implement classic encryption to encrypt custom and standard fields.
B. Expert data out of Salesforce and encrypt custom and standard fields.
C. Implement shield platform encryption to encrypt and standard fields
D. Use Apex Crypto Class encrypt customer and standard fields.


Question 2

A Customer is migrating 10 million order and 30 million order lines into Salesforce using Bulk API.
The Engineer is experiencing time-out errors or long delays querying parents order IDs in Salesforce before importing related order line items. What is the recommended solution?

A. Leverage an External ID from source system orders to import related order lines.
B. Leverage a sequence of numbers on the imported orders to import related order lines.
C. Query only indexed ID field values on the imported order to import related order lines.
D. Leverage Batch Apex to update order ID on related order lines after import.


Question 3

Universal Containers (UC) has implemented Sales Cloud and it has been noticed that Sales reps are not entering enough data to run insightful reports and dashboards. UC executives would like to monitor and measure data quality metrics. What solution addresses this requirement?

A. Generate reports to view the quality of sample data.
B. Use custom objects and fields to calculate data quality.
C. Export the data to an enterprise data warehouse and use BI tools for data quality.
D. Use third-party AppExchange tools to monitor and measure data quality.


Question 4

Universal Containers (UC) is implementing a formal, cross -business -unit data governance program As part of the program, UC will implement a team to make decisions on enterprise -wide data governance. Which two roles are appropriate as members of this team? Choose 2 answer

A. Analytics/BI Owners
B. Salesforce Administrators
C. Data Domain Stewards
D. Operational Data Users


Question 5

Universal Containers (UC) has a multi-level master-detail relationship for opportunities, a custom opportunity line item object, and a custom discount request. UC has opportunity as master and custom line item object as detail in master-detail relationship. UC also has a custom line item object as master and a custom discount request object as detail in another master-detail relationship. UC has a requirement to show all sums of discounts across line items at an opportunity level. What is the recommended solution to address these requirements?

A. Remove the master-detail relationships and rely completely on workflow/triggers to summarize the discount amount.
B. Use roll-up for the line-item-level summary and a trigger for the opportunity amount summary, as only one level roll-up is allowed.
C. Update the master-detail relationships to lookup relationships in order to allow the discount amount to roll up.
D. Roll-up discount request amount at the line-item-level and line-item-level summary discount at the opportunity level.


Solutions:

Question 1
Answer: C
Question 2
Answer: A
Question 3
Answer: D
Question 4
Answer: A,C
Question 5
Answer: D

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