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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
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
Data Migration15%- Migration execution and tools
  • 1. Data loader, ETL tools and bulk API usage
- Data quality and validation
  • 1. Cleaning, deduplication and post-migration verification
- Migration strategy and planning
  • 1. Assessment, mapping, validation and rollback planning
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
Data Modeling and Database Design25%- Data model design for Customer 360
  • 1. Scalable design aligned with security and sharing model
  • 2. Objects, fields, relationships and object features
- 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 skew prevention
  • 1. Avoid record locking, sharing issues and excessive parent-child relationships
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
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

Salesforce Certified Platform Data Architect Sample Questions:

1. UC is rolling out Sales App globally to bring sales teams together on one platform. UC expects millions of opportunities and accounts to be creates and is concerned about the performance of the application. Which 3 recommendations should the data architect make to avoid the data skew? Choose 3 answer

A) Limit assigning one user 10000 records ownership.
B) Limit associating 10000 records looking up to same records.
C) Limit associating 10000 opportunities to one account.
D) Assign 10000 opportunities to one account.
E) Use picklist fields rather than lookup to custom object.


2. What should a data architect do to provide additional guidance for users when they enter information in a standard field?

A) Add a label field with help text adjacent to the custom field.
B) Add custom help text in default value for the field.
C) Create a custom page with help text for user guidance.
D) Provide custom help text under field properties.


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


4. Universal Containers (UC) is launching an RFP to acquire a new accounting product available on AppExchange. UC is expecting to issue 5 million invoices per year, with each invoice containing an average of 10 line items. What should UC's Data Architect recommend to ensure scalability?

A) Ensure the accounting product runs 100% natively on the Salesforce platform.
B) Ensure the account product vendor provides a sound data archiving strategy.
C) Ensure the account product vendor includes Wave Analytics in their offering.
D) Ensure invoice line items simply reference existing Opportunity line items.


5. Universal Containers (UC) provides shipping services to its customers. They use Opportunities to track customer shipments. At any given time, shipping status can be one of the 10 values. UC has 200,000 Opportunity records. When creating a new field to track shipping status on opportunity, what should the architect do to improve data quality and avoid data skew?

A) Create a text field and make it an external ID.
B) Create a Master -Detail to custom object ShippingStatus c.
C) Create a Lookup to custom object ShippingStatus c.
D) Create a picklist field, values sorted alphabetically.


Solutions:

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

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