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Salesforce Data-Architect Exam Syllabus Topics:

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

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Salesforce Certified Data Architect Sample Questions (Q21-Q26):

NEW QUESTION # 21
Universal Containers is creating a new B2C service offering for consumers to ship goods across continents.
This is in addition to their well-established B2B offering. Their current Salesforce org uses the standard Account object to track B2B customers. They are expecting to have over 50,000,000 consumers over the next five years across their 50 business regions. B2C customers will be individuals. Household data is not required to be stored. What is the recommended data model for consumer account data to be stored in Salesforce?

Answer: D

Explanation:
The recommended data model for consumer account data to be stored in Salesforce is to use the Account object with Person Accounts and a new B2C page layout. Person Accounts are a special type of accounts that allow you to store information about individual consumers who are not associated with a business account 2
. Person Accounts have the following advantages 3 :
* They allow you to use the same standard objects and features that you use for business accounts, such as contacts, opportunities, cases, etc.
* They enable you to create different page layouts and record types for B2C and B2B customers, which allows you to customize the user interface and business logic for each segment.
* They support large data volumes and can scale up to 50 million records or more, which meets the expected growth of consumers over the next five years.


NEW QUESTION # 22
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?

Answer: C


NEW QUESTION # 23
NTO has decided to franchise its brand. Upon implementation, 1000 franchisees will be able to access BTO's product information and track large customer sales and opportunities through a portal. The Franchisees will also be able to run monthly and quarterly sales reports and projections as well as view the reports in dashboards.
Which licenses does NTO need to provide these features to the Franchisees?

Answer: C


NEW QUESTION # 24
UC has the following system:
Billing system.
Customer support system.
CRM system.
US has been having trouble with business intelligence across the different systems. Recently US implemented a master data management (MDM) solution that will be the system of truth for the customer records.
Which MDM data element is needed to allow reporting across these systems?

Answer: D


NEW QUESTION # 25
Universal Containers (UC) has an open sharing model for its Salesforce users to allow all its Salesforce internal users to edit all contacts, regardless of who owns the contact. However, UC management wants to allow only the owner of a contact record to delete that contact. If a user does not own the contact, then the user should not be allowed to delete the record. How should the architect approach the project so that the requirements are met?

Answer: B

Explanation:
To allow only the owner of a contact record to delete that contact, the data architect should create a "before delete" trigger to check if the current user is not the owner. The trigger can use the UserInfo.getUserId() method to get the current user's ID and compare it with the OwnerId field of the contact record. If they are not equal, the trigger can add an error to the record and prevent it from being deleted. The other options are not suitable for meeting the requirements, as they would either restrict the edit access or delete access for all users, regardless of ownership.


NEW QUESTION # 26
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