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Salesforce Data-Architect Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Governance20%- Compliance and regulatory considerations
- Data quality standards and metrics
- Data retention and archiving policies
- Data stewardship roles and responsibilities
Topic 2: Data Architecture20%- Architecture patterns and design principles
- Governor limits and bulk processing
- Archiving and data lifecycle management
- Performance tuning and optimization
Topic 3: Master Data Management20%- Data cleansing techniques
- Identity resolution
- Data duplication and matching rules
Topic 4: Data Integration15%- ETL tools and data migration strategies
- Handling locks and parallelism during migration
- Real-time vs batch integration patterns
- API-based integration (REST, SOAP, Bulk API)
- Sharing rules impact on data integration
Topic 5: Data Modeling25%- Normalization and denormalization strategies
- Big Objects and external objects
- Large Data Volumes (LDV) design considerations
- Skinny tables for performance optimization
- Indexing strategies

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Salesforce Certified Data Architect Sample Questions (Q123-Q128):

NEW QUESTION # 123
UC has been using SF for 10 years. Lately, users have noticed, that the pages load slowly when viewing Customer and Account list view.
To mitigate, UC will implement a data archive strategy to reduce the amount of data actively loaded.
Which 2 tasks are required to define the strategy? Choose 2 answers:

Answer: B,C


NEW QUESTION # 124
In their legacy system. Universal Containers has a monthly accounts receivable report that compiles data from Accounts, Contacts, Opportunities, Orders. and Order Line Items. What difficulty will an architect run into when implementing this in Salesforce?

Answer: A


NEW QUESTION # 125
DreamHouse Realty has a data model as shown in the image. The Project object has a private sharing model, and it has Roll-Up summary fields to calculate the number of resources assigned to the project, total hours for the project, and the number of work items associated to the project.
There will be a large amount of time entry records to be loaded regularly from an external system into Salesforce.

What should the Architect consider in this situation?

Answer: A


NEW QUESTION # 126
Universal Containers (UC) is a business that works directly with individual consumers (B2C). They are moving from a current home-grown CRM system to Salesforce. UC has about one million consumer records. What should the architect recommend for optimal use of Salesforce functionality and also to avoid data loading issues?

Answer: A

Explanation:
According to the exam guide, one of the objectives is to "describe best practices for implementing a single-org strategy in a B2C scenario"1. This implies that option D is the best practice for loading individual consumers as contacts in Salesforce. This approach avoids creating unnecessary accounts and reduces data duplication. Option C is not correct because it creates one account per contact, which increases data volume and complexity. Options A and B are not correct because they do not leverage the standard contact object, which provides native functionality and integration with other Salesforce features.


NEW QUESTION # 127
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 answers

Answer: B,D


NEW QUESTION # 128
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