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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: 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 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. Synchronous vs asynchronous, batch vs real-time
  • 2. APIs, middleware and external systems integration
Topic 3: Data Modeling and Database Design25%- Object type selection
  • 1. Standard/custom objects vs Big Objects: use cases, pros and cons
- Data model design for Customer 360
  • 1. Objects, fields, relationships and object features
  • 2. Scalable design aligned with security and sharing model
- 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 4: 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
Topic 5: Large Data Volumes and Performance20%- Storage and scalability planning
  • 1. Data volume growth planning and storage limits
- LDV architecture design
  • 1. Data distribution, archiving and partitioning strategies
- Query and performance optimization
  • 1. Indexing, selective queries and avoiding performance bottlenecks
Topic 6: 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

Salesforce Certified Platform Data Architect Sample Questions:

The architect is planning a large data migration for Universal Containers from their legacy CRM system to Salesforce. What three things should the architect consider to optimize performance of the data migration? Choose 3 answer

  • A. Defer sharing calculations of the Salesforce Org.
  • B. Deactivate approval processes and workflow rules.
  • C. Determine if the legacy system is still in use.
  • D. Review the time zones of the User loading the data.
  • E. Remove custom indexes on the data being loaded.
Reveal Solution  Discussion  0

Correct Answer: A,B,E  🗳️

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A customer wants to maintain geographic location information including latitude and longitude in a custom object. What would a data architect recommend to satisfy this requirement?

  • A. Create custom fields to maintain latitude and longitude information
  • B. Create formula fields with geolocation function for this requirement.
  • C. Recommend app exchange packages to support this requirement.
  • D. Create a geolocation custom field to maintain this requirement
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Universal Containers has a large volume of Contact data going into Salesforce.com. There are
100,000 existing contact records. 200,000 new contacts will be loaded. The Contact object has an external ID field that is unique and must be populated for all existing records. What should the architect recommend to reduce data load processing time?

  • A. Delete all existing records, and then load all records together via the Insert operation.
  • B. Load Contact records together using the Streaming API via the Upsert operation.
  • C. Load new records via the Insert operation and existing records via the Update operation.
  • D. Load all records via the Upsert operation to determine new records vs. existing records.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Universal Containers has two systems. Salesforce and an on-premise ERP system. An architect has been tasked with copying Opportunity records to the ERP once they reach a Closed/Won Stage. The Opportunity record in the ERP system will be read-only for all fields copied in from Salesforce. What is the optimal real-time approach that achieves this solution?

  • A. Implement a workflow rule that sends Opportunity data through Outbound Messaging.
  • B. Implement a Master Data Management system to determine system of record.
  • C. Have the ERP poll Salesforce nightly and bring in the desired Opportunities.
  • D. Implement an hourly integration to send Salesforce Opportunities to the ERP system.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Universal Containers has a custom object with millions of rows of data. When executing SOQL queries, which three options prevent a query from being selective? (Choose three.)

  • A. Performing large loads and deletions.
  • B. Using NOT and != operators.
  • C. Using trailing % wildcards.
  • D. Using leading % wildcards.
  • E. Using a custom index on a deterministic formula field.
Reveal Solution  Discussion  0

Correct Answer: A,B,D  🗳️

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