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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Data Governance, Quality and Security15%- Data quality management
  • 1. Profiling, monitoring, cleansing and enrichment
- Data security and compliance
  • 1. Access control, encryption, compliance and audit
- Data governance framework
  • 1. Policies, standards, ownership and stewardship
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
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
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%- 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
- 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
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

Salesforce Certified Platform Data Architect Sample Questions:

1. 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) Have the ERP poll Salesforce nightly and bring in the desired Opportunities.
C) Implement a Master Data Management system to determine system of record.
D) Implement an hourly integration to send Salesforce Opportunities to the ERP system.


2. Universal Container (UC) has around 200,000 Customers (stored in Account object). They get 1 or 2 Orders every month from each Customer. Orders are stored in a custom object called "Order c"; this has about 50 fields. UC is expecting a growth of 10% year-over-year. What are two considerations an architect should consider to improve the performance of SOQL queries that retrieve data from the Order _c object? Choose 2 answer

A) Use SOQL queries without WHERE conditions.
B) Make the queries more selective using indexed fields.
C) Reduce the number of triggers on Order _c object.
D) Work with Salesforce Support to enable Skinny Tables.


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


4. Northern Trail Outfitters (NTO) has an external product master system that syncs product and pricing information with Salesforce. Users have been complaining that they are seeing discrepancies in product and pricing information displayed on the NTO website and Salesforce.
As a data architect, which action is recommended to avoid data sync issues?

A) Build a custom integration for one-way sync of product and pricing information from product master to Salesforce.
B) Implement a manual process to update the products from an extract from the products master on a weekly basis.
C) Use the Customer 360 data manager to sync product and pricing information from product master database to Salesforce.
D) Build a custom integration for two-way sync of product and pricing information between product master to Salesforce.


5. Universal Containers has 30 million case records. The Case object has 80 fields. Agents are reporting reports in the Salesforce org. Which solution should a data architect recommend to improve reporting performance?

A) Contact Salesforce support to enable skinny table for cases.
B) Build reports using custom Lightning components.
C) Move data off of the platform and run reporting outside Salesforce, and give access to reports.
D) Create a custom object to store aggregate data and run reports.


Solutions:

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

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