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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Migration15%- Migration execution and tools
  • 1. Data loader, ETL tools and bulk API usage
- Migration strategy and planning
  • 1. Assessment, mapping, validation and rollback planning
- Data quality and validation
  • 1. Cleaning, deduplication and post-migration verification
Topic 2: 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 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: Data Modeling and Database Design25%- 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
- 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
Topic 5: 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 6: 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

Salesforce Certified Platform Data Architect Sample Questions:

1. The data architect for UC has written a SOQL query that will return all records from the Task object that do not have a value in the WhatID field:
Select id, description, Subject from Task where WhatId!= NULL
When the data architect usages the query to select values for a process a time out error occurs.
What does the data architect need to change to make this query more performant?

A) Change the where clause to filter by a deterministic defined value.
B) Remove description from the requested field set.
C) Change query to SOSL.
D) Add limit 100 to the query.


2. Get Cloudy Consulting uses an invoicing system that has specific requirements. One requirement is that attachments associated with the Invoice_c custom object be classified by Types (i.e.,
""Purchase Order"", ""Receipt"", etc.) so that reporting can be performed on invoices showing the number of attachments grouped by Type. What should an Architect do to categorize the attachments to fulfill these requirements?

A) Add additional options to the standard ContentType picklist field for the Attachment object.
B) Add a ContentType picklist field to the Attachment layout and create additional picklist options.
C) Create a custom picklist field for the Type on the standard Attachment object with the values.
D) Create a custom object related to the Invoice object with a picklist field for the Type.


3. Universal Containers (UC) has an Application custom object, which has tens of millions of records created in the past 5 years. UC needs the last 5 years of data to exist in Salesforce at all times for reporting and queries. UC is currently encountering performance issues when reporting and running queries on this Object using date ranges as filters. Which two options can be used to improve report performance?

A) Add custom indexes to the Date fields used for filtering the report.
B) Add custom indexes to all fields on Application without a standard index.
C) Run multiple reports to get different pieces of the data and combine them.
D) Ask support to create a skinny table for Application with the necessary reporting fields.


4. UC has a variety of systems across its technology landscape, including SF, legacy enterprise resource planning (ERP) applications and homegrown CRM tools. UC has decided that they would like to consolidate all customer, opportunity and order data into Salesforce as part of its master data management (MDM) strategy. What are the 3 key steps that a data architect should take when merging data from multiple systems into Salesforce? Choose 3 answer

A) Create new fields to store additional values from all the systems.
B) Install a 3rd party AppExchange tool to handle the merger
C) Work with Stakeholders to define record and field survivorship rules
D) Analyze each system's data model and perform gap analysis
E) Utilize an ETL tool to merge, transform and de-duplicate data.


5. Universal Containers (UC) loads bulk leads and campaigns from third-party lead aggregators on a weekly and monthly basis. The expected lead record volume is 500K records per week, and the expected campaign records volume is 10K campaigns per week. After the upload, Lead records are shared with various sales agents via sharing rules and added as Campaign members via Apex triggers on Lead creation. UC agents work on leads for 6 months, but want to keep the records in the system for at least 1 year for reference. Compliance requires them to be stored for a minimum of 3 years. After that, data can be deleted. What statement is true with respect to a data archiving strategy for UC?

A) UC can leverage the Salesforce Data Backup and Recovery feature for data archival needs.
B) UC can leverage recycle bin capability, which guarantees record storage for 15 days after deletion.
C) UC can store long-term lead records in custom storage objects to avoid counting against storage limits.
D) UC can leverage a "tier"-based approach to classify the record storage need.


Solutions:

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

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