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Salesforce Plat-Arch-201 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Data Migration	15%	- 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
Topic 2: Data Governance, Quality and Security	15%	- 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
Topic 3: Master Data Management	5%	- 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 4: Data Modeling and Database Design	25%	- Data model design for Customer 360 1. Objects, fields, relationships and object features 2. Scalable design aligned with security and sharing model - 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
Topic 5: Data Integration	20%	- 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 6: Large Data Volumes and Performance	20%	- LDV architecture design 1. Data distribution, archiving and partitioning strategies - Query and performance optimization 1. Indexing, selective queries and avoiding performance bottlenecks - Storage and scalability planning 1. Data volume growth planning and storage limits

Salesforce Certified Platform Data Architect Sample Questions:

Question 1

Universal Containers (UC) has several custom Visualforce applications have been developed in which users are able to edit Opportunity records. UC struggles with data completeness on their Opportunity records and has decided to make certain fields required that have not been in the past. The newly required fields are dependent on the Stage of the Opportunity, such that certain fields are only required once an Opportunity advances to later stages. There are two fields. What is the simplest approach to handle this new requirement?

A. Update these Opportunity field definitions in Setup to be required.
B. Use a validation rule for each field that takes the Stage into consideration.
C. Update the Opportunity page layout to mark these fields as required.
D. Write an Apex trigger that checks each field when records are saved.

Question 2

UC has multiple SF orgs that are distributed across regional branches. Each branch stores local customer data inside its org's Account and Contact objects. This creates a scenario where UC is unable to view customers across all orgs. UC has an initiative to create a 360-degree view of the customer, as UC would like to see Account and Contact data from all orgs in one place. What should a data architect suggest to achieve this 360-degree view of the customer?

A. Use an ETL tool to migrate gap Accounts and Contacts into each org.
B. Build a bidirectional integration between all orgs.
C. Use Salesforce Connect's cross-org adapter.
D. Consolidate the data from each org into a centralized datastore

Question 3

Universal Containers (UC) has lead assignment rules to assign leads to owners. Leads not routed by assignment rules are assigned to a dummy user. Sales rep are complaining of high load times and issues with accessing leads assigned to the dummy user. What should a data architect recommend to solve these performance issues?

A. Assign dummy user last role in role hierarchy
B. Periodically delete leads to reduce number of leads
C. Create multiple dummy user and assign leads to them
D. Assign dummy user to highest role in role hierarchy

Question 4

Cloud Kicks needs to purge detailed transactional records from Salesforce. The data should be aggregated at a summary level and available in Salesforce. What are two automated approaches to fulfill this goal? (Choose two.)

A. Schedulable Batch Apex
B. Third-party Integration Tool (ETL)
C. Third-party Business Intelligence system
D. Apex Triggers

Question 5

Universal Containers has more than 10 million records in the Order_c object. The query has timed out when running a bulk query. What should be considered to resolve query timeout?

A. Metadata API
B. Tooling API
C. PK Chunking
D. Streaming API

Solutions:

Question 1
Answer: B

Question 2
Answer: D

Question 3
Answer: C

Question 4
Answer: A,B

Question 5
Answer: C