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Last Updated: Aug 04, 2026

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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
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. Synchronous vs asynchronous, batch vs real-time
  • 2. APIs, middleware and external systems integration
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 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
- Object type selection
  • 1. Standard/custom objects vs Big Objects: use cases, pros and cons
- Metadata management
  • 1. Business dictionary, data lineage, taxonomy and classification
Master Data Management5%- MDM implementation approaches
  • 1. Canonical modeling and hierarchy management
  • 2. Harmonization, consolidation, survivorship rules and thresholds
- Golden record and system of truth
  • 1. Establishing single source of truth in single org
Large Data Volumes and Performance20%- LDV architecture design
  • 1. Data distribution, archiving and partitioning strategies
- Storage and scalability planning
  • 1. Data volume growth planning and storage limits
- Query and performance optimization
  • 1. Indexing, selective queries and avoiding performance bottlenecks
Data Governance, Quality and Security15%- Data quality management
  • 1. Profiling, monitoring, cleansing and enrichment
- Data governance framework
  • 1. Policies, standards, ownership and stewardship
- Data security and compliance
  • 1. Access control, encryption, compliance and audit

Salesforce Certified Platform Data Architect Sample Questions:

1. Universal Containers (UC) is a major supplier of office supplies. Some products are produced by UC and some by other manufacturers. Recently, a number of customers have complained that product descriptions on the invoices do not match the descriptions in the online catalog and on some of the order confirmations (e.g., "ballpoint pen" in the catalog and "pen" on the invoice, and item color labels are inconsistent: "what vs. "White" or "blk" vs. "Black"). All product data is consolidated in the company data warehouse and pushed to Salesforce to generate quotes and invoices. The online catalog and webshop is a Salesforce Customer Community solution. What is a correct technique UC should use to solve the data inconsistency?

A) Change integration to let product master systems update product data directly in Salesforce via the Salesforce API.
B) Define a data taxonomy for product data and apply the taxonomy to the product data in the data warehouse.
C) Build Apex Triggers in Salesforce that ensure products have the correct names and labels after data is loaded into salesforce.
D) Add custom fields to the Product standard object in Salesforce to store data from the different source systems.


2. Northern Trail Outfitters Is planning to build a consent form to record customer authorization for marketing purposes. What should a data architect recommend to fulfill this requirement?

A) Create a custom object to maintain the authorization.
B) Utilize the Authorization Form Consent object to capture the consent.
C) Use AppExchange solution to address the requirement.
D) Use custom fields to capture the authorization details.


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) Use custom objects and fields to calculate data quality.
B) Generate reports to view the quality of sample data.
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.


4. A large Automobile company has implemented SF for its Sales Associates. Leads flow from its website to SF using a batch integration in SF. The Batch job connects the leads to Accounts in SF. Customer visiting their retail stores are also created in SF as Accounts.
The company has noticed a large number of duplicate accounts in SF. On analysis, it was found that certain customers could interact with its website and also visit the store. The Sales associates use Global Search to search for customers in Salesforce before they create the customers.
Which scalable option should a data Architect choose to implement to avoid duplicates?

A) Customize Account creation process to search if customer exists before creating an Account.
B) Build Custom search based on fields on Accounts which can be matched with customer when they visit the store
C) Create duplicate rules in SF to validate duplicates during the account creation process
D) Implement a MDM solution to validate the customer information before creating Accounts in SF.


5. Developers at Universal Containers need to build a report for the business which displays Accounts opened in the past year grouped by industry. This report will also include information from contacts, opportunities, and orders. There are several million Accounts in the system. Which two options should be recommended to make this report perform well and satisfy the business need?

A) Use Formula fields to surface information I related entities on the report.
B) Use unbounded date ranges to filter the report.
C) Use triggers to populate denormalized related fields on the Account.
D) Use an indexed data field with bounded data filters.


Solutions:

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

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