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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 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 3: Data Integration20%- 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
- External data sources
  • 1. External Objects, OData and virtual data access
Topic 4: 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
Topic 5: Data Modeling and Database Design25%- Data skew prevention
  • 1. Avoid record locking, sharing issues and excessive parent-child relationships
- 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
- Data model design for Customer 360
  • 1. Scalable design aligned with security and sharing model
  • 2. Objects, fields, relationships and object features
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:

1. An architect has been asked by a client to develop a solution that will integrate data and resolve duplicates and discrepancies between Salesforce and one or more external systems. What two factors should the architect take into consideration when deciding whether or not to use a Master Data Management system to achieve this solution? Choose 2 answer

A) Whether the systems are cloud-based or on -premise.
B) The number of systems that are integrating with each other.
C) Whether the system of record changes for different tables.
D) Whether or not Salesforce replaced a legacy CRM.


2. North Trail Outfitters (NTD) is in the process of evaluating big objects to store large amounts of asset data from an external system. NTO will need to report on this asset data weekly. Which two native tools should a data architect recommend to achieve this reporting requirement?

A) Einstein Analytics
B) Async SOQL with a custom object
C) Standard SOQL queries
D) Standard reports and dashboards


3. UC has migrated its Back-office data into an on-premise database with REST API access. UC recently implemented Sales cloud for its sales organization. But users are complaining about a lack of order data inside SF. UC is concerned about SF storage limits but would still like Sales cloud to have access to the data. Which design patterns should a data architect select to satisfy the requirement?

A) Build a UI for the on-premise system and iframe it in Salesforce
B) Develop a bidirectional integration between the on-premise system and Salesforce.
C) Use SF Connect to virtualize the data in SF and avoid storage limits.
D) Migrate and persist the data in SF to take advantage of native functionality.


4. Universal Containers (UC) has a complex system landscape and is implementing a data governance program for the first time Which two first steps would be appropriate for UC to initiate an assessment of data architecture? Choose 2 answer

A) Engage with business units and IT to assess current operational systems and data models.
B) Engage with IT program managers to assess current velocity of projects in the pipeline.
C) Engage with database administrators to assess current database performance metrics.
D) Engage with executive sponsorship to assess enterprise data strategy and goals.


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


Solutions:

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

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