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

Salesforce Plat-Arch-201 Actual PDF
  • Exam Code: Plat-Arch-201
  • Exam Name: Salesforce Certified Platform Data Architect
  • Updated: Aug 28, 2026
  • Q & A: 279 Questions and Answers
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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: 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
- 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
Topic 2: Large Data Volumes and Performance20%- Query and performance optimization
  • 1. Indexing, selective queries and avoiding performance bottlenecks
- LDV architecture design
  • 1. Data distribution, archiving and partitioning strategies
- Storage and scalability planning
  • 1. Data volume growth planning and storage limits
Topic 3: 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 4: Master Data Management5%- Golden record and system of truth
  • 1. Establishing single source of truth in single org
- MDM implementation approaches
  • 1. Harmonization, consolidation, survivorship rules and thresholds
  • 2. Canonical modeling and hierarchy management
Topic 5: 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 6: 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

Salesforce Certified Platform Data Architect Sample Questions:

1. Universal Containers (UC) is concerned about the accuracy of their Customer information in Salesforce. They have recently created an enterprise-wide trusted source MDM for Customer data which they have certified to be accurate. UC has over 20 million unique customer records in the trusted source and Salesforce. What should an Architect recommend to ensure the data in Salesforce is identical to the MDM?

A) Extract the Salesforce data into Excel and manually compare this against the trusted source.
B) Load the Trusted Source data into Salesforce and run an Apex Batch job to find difference.
C) Leave the data in Salesforce alone and assume that it will auto-correct itself over time.
D) Use an AppExchange package for Data Quality to match Salesforce data against the Trusted source.


2. How can an architect find information about who is creating, changing, or deleting certain fields within the past two months?

A) Create a field history report for the fields in question.
B) Export the metadata and search it for the fields in question.
C) Export the setup audit trail and find the fields in question.
D) Remove "customize application" permissions from everyone else.


3. Universal Containers (UC) uses Salesforce for tracking opportunities (Opportunity). UC uses an internal ERP system for tracking deliveries and invoicing. The ERP system supports SOAP API and OData for bi-directional integration between Salesforce and the ERP system. UC has about one million opportunities. For each opportunity, UC sends 12 invoices, one per month. UC sales reps have requirements to view current invoice status and invoice amount from the opportunity page. When creating an object to model invoices, what should the architect recommend, considering performance and data storage space?

A) Create an external object Invoice _x with a Lookup relationship with Opportunity.
B) Create a custom object Invoice _c with a Lookup relationship with Opportunity.
C) Create a custom object Invoice _c with a master -detail relationship with Opportunity.
D) Use Streaming API to get the current status from the ERP and display on the Opportunity page.


4. UC developers have created a new lightning component that uses an Apex controller using a SOQL query to populate a custom list view. Users are complaining that the component often fails to load and returns a time-out error. What tool should a data architect use to identify why the query is taking too long?

A) Open a ticket with salesforce support to retrieve transaction logs to e analyzed for processing time.
B) Use Splunk to query the system logs looking for transaction time and CPU usage.
C) Enable and use the query plan tool in the developer console.
D) Use salesforce's query optimizer to analyze the query in the developer console.


5. Northern Trail Outfitter has implemented Salesforce for its associates nationwide, Senior management is concerned that the executive dashboard is not reliable for their real-time decision- making. On analysis, the team the following issues with data entered in Salesforce.
- Information in certain records is incomplete.
- Incorrect entry in certain fields causes records to be excluded in
report fitters.
- Duplicate entries cause incorrect counts.
Which three steps should a data architect recommend to address the issues?

A) Periodically export data to cleanse data and import them back into Salesforce for executive reports.
B) Explore third-party data providers to enrich and augment information entered in salesforce.
C) Build a sales data warehouse with purpose-build data marts for dashboards and senior management reporting.
D) Leverage Salesforce features, such as validate rules, to avoid incomplete and incorrect records.
E) design and implement data-quality dashboard to monitor and act on records that are incomplete or incorrect


Solutions:

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

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