Salesforce Certified Platform Data Architect : Plat-Arch-201

Plat-Arch-201
  • Exam Code: Plat-Arch-201
  • Exam Name: Salesforce Certified Platform Data Architect
  • Updated: Jul 25, 2026
  • Q & A: 279 Questions and Answers

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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Data Integration20%- Integration patterns and technologies
  • 1. APIs, middleware and external systems integration
  • 2. Synchronous vs asynchronous, batch vs real-time
- External data sources
  • 1. External Objects, OData and virtual data access
- Data synchronization and consistency
  • 1. Conflict resolution, data consistency and idempotency
Data Governance, Quality and Security15%- Data governance framework
  • 1. Policies, standards, ownership and stewardship
- Data security and compliance
  • 1. Access control, encryption, compliance and audit
- Data quality management
  • 1. Profiling, monitoring, cleansing and enrichment
Large Data Volumes and Performance20%- LDV architecture design
  • 1. Data distribution, archiving and partitioning strategies
- Query and performance optimization
  • 1. Indexing, selective queries and avoiding performance bottlenecks
- Storage and scalability planning
  • 1. Data volume growth planning and storage limits
Master Data Management5%- Golden record and system of truth
  • 1. Establishing single source of truth in single org
- MDM implementation approaches
  • 1. Canonical modeling and hierarchy management
  • 2. Harmonization, consolidation, survivorship rules and thresholds
Data Migration15%- Data quality and validation
  • 1. Cleaning, deduplication and post-migration verification
- 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 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
- 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

Salesforce Certified Platform Data Architect Sample Questions:

1. Universal Containers has received complaints that customers are being called by multiple Sales Reps where the second Sales Rep that calls is unaware of the previous call by their coworker.
What is a data quality problem that could cause this?

A) Duplicate Contact records exist in the system.
B) Duplicate Activity records on a Contact.
C) Customer phone number has changed on the Contact record.
D) Missing phone number on the Contact record.


2. UC has one SF org (Org A) and recently acquired a secondary company with its own Salesforce org (Org B). UC has decided to keep the orgs running separately but would like to bidirectionally share opportunities between the orgs in near-real time. Which 3 options should a data architect recommend to share data between Org A and Org B? Choose 3 answer

A) Develop an Apex class that pushes opportunity data between orgs daily via the Apex schedule.
B) Leverage Heroku Connect and Heroku Postgres to bidirectionally sync Opportunities.
C) Leverage middleware tools to bidirectionally send Opportunity data across orgs.
D) Install a 3rd party AppExchange tool to handle the data sharing
E) Use Salesforce Connect and the cross-org adapter to visualize Opportunities into external objects


3. Universal Containers would like to remove data silos and connect their legacy CRM together with their ERP and with Salesforce. Most of their sales team has already migrated to Salesforce for daily use, although a few users are still on the old CRM until some functionality they require is completed. Which two techniques should be used for smooth interoperability now and in the future?

A) Specify the legacy CRM as the system of record during transition until it is removed from operation and fully replaced by Salesforce.
B) Do not connect Salesforce and the legacy CRM to each other during this transition period, but do allow both to interact with the ERP.
C) Work with stakeholders to establish a Master Data Management plan for the system of record for specific objects, records, and fields.
D) Replicate ongoing changes in the legacy CRM to Salesforce to facilitate a smooth transition when the legacy CRM is eventually retired.


4. Universal Container (US) is replacing a home-grown CRM solution with Salesforce, UC has decided to migrate operational (Open and active) records to Salesforce, while keeping historical records in legacy system, UC would like historical records to be available in Salesforce on an as needed basis. Which solution should a data architect recommend to meet business requirement?

A) Leverage mashup to display historical records in Salesforce.
B) Bring all data Salesforce, and delete it after a year.
C) Build a chair solution to go the legacy system and display records.
D) Leverage real-time integration to pull records into Salesforce.


5. Universal Containers has successfully migrated 50 million records into five different objects multiple times in a full copy sandbox. The Integration Engineer wants to re-run the test again a month before it goes live into Production. What is the recommended approach to re-run the test?

A) Hard delete all 5 objects' data and re-run the data migration test.
B) Truncate all 5 objects quickly and re-run the data migration test.
C) Truncate all 5 objects and hard delete before running the migration test.
D) Refresh the full copy sandbox and re-run the data migration test.


Solutions:

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

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