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To qualify for this certification exam, candidates must have a minimum of 3-5 years of experience in data architecture, as well as a deep understanding of the Salesforce platform and its data model. Data-Architect exam itself consists of multiple-choice questions and scenario-based questions, which are designed to test the candidate's knowledge and ability to apply best practices in data architecture to real-world scenarios. Once certified, professionals will have the skills and knowledge necessary to design and implement complex data solutions that can help organizations better understand their customers, improve their sales and marketing efforts, and drive business growth. Overall, the Salesforce Data-Architect Certification is a valuable credential for any data professional looking to advance their career in the Salesforce ecosystem.

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Salesforce Data-Architect Exam is a challenging exam that requires extensive knowledge of Salesforce data management concepts and principles. Data-Architect exam consists of multiple-choice questions and scenario-based questions that test a candidate's ability to design and manage complex data architectures on the Salesforce platform. Candidates must have a thorough understanding of data modeling, data integration, data governance, and data security. Passing Data-Architect Exam requires extensive preparation, including studying the Salesforce Data-Architect exam guide, taking practice exams, and gaining practical experience in designing and implementing data solutions on the Salesforce platform.

Salesforce Certified Data Architect Sample Questions (Q38-Q43):

NEW QUESTION # 38
Universal Containers is integrating a new Opportunity engagement system with Salesforce. According to their Master Data Management strategy, Salesforce is the system of record for Account, Contact, and Opportunity dat a. However, there does seem to be valuable Opportunity data in the new system that potentially conflicts with what is stored in Salesforce. What is the recommended course of action to appropriately integrate this new system?

A. The MDM strategy defines Salesforce as the system of record, so Salesforce Opportunity values prevail in all conflicts.
B. The Opportunity engagement system should become the system of record for Opportunity records.
C. A policy should be adopted so that the system whose record was most recently updated should prevail in conflicts.
D. Stakeholders should be brought together to discuss the appropriate data strategy moving forward.

Answer: D

NEW QUESTION # 39
Universal Containers (UC) has built a custom application on Salesforce to help track shipments around the world. A majority of the shipping records are stored on premise in an external data source. UC needs shipment details to be exposed to the custom application, and the data needs to be accessible in real time. The external data source is not OData enabled, and UC does not own a middleware tool.
Which Salesforce Connect procedure should a data architect use to ensure UC's requirements are met?

A. Write an Apex class that makes a REST callout to the external API.
B. Migrate the data to Heroku and register Postgres as a data source.
C. Write a custom adapter with the Apex Connector Framework.
D. Develop a process that calls an inviable web service method.

Answer: C

NEW QUESTION # 40
A large telecommunication provider that provides internet services to both residence and business has the following attributes:
A customer who purchases its services for their home will be created as an Account in Salesforce.
Individuals within the same house address will be created as Contact in Salesforce.
Businesses are created as Accounts in Salesforce.
Some of the customers have both services at their home and business.
What should a data architect recommend for a single view of these customers without creating multiple customer records?

A. Costumers are created as Accounts for Residence Account and use Parent Account to relate Business Account.
B. Customers are created as Person Accounts and related to Business and Residential Accounts using the Account Contact relationship.
C. Customers are created as Contacts and related to Business and Residential Accounts using the Account Contact Relationships.
D. Customer are created as individual objects and relate with Accounts for Business and Residence accounts.

Answer: B

Explanation:
Creating customers as Contacts and relating them to Business and Residential Accounts using the Account Contact Relationships (option A) is the best option to recommend for a single view of these customers without creating multiple customer records, as it allows the data architect to model complex relationships between customers and accounts using native Salesforce features and tools. Creating customers as Person Accounts and relating them to Business and Residential Accounts using the Account Contact relationship (option B) is not a good option, as it may create data redundancy and inconsistency, and it does not leverage the existing Contact object. Creating customers as individual objects and relating them with Accounts for Business and Residence accounts (option C) is also not a good option, as it may require more customization and maintenance effort, and it does not leverage the existing Account and Contact objects. Creating customers as Accounts for Residence Account and using Parent Account to relate Business Account (option D) is also not a good option, as it may create confusion and complexity with the account hierarchy, and it does not leverage the existing Contact object.

NEW QUESTION # 41
(NTO) has multiple salesforce orgs based on geographical reports (AMER, EMEA, APAC). NTO products are in the AMER org and need to be created in the EMEA and APAC after the products are approved.
Which two features should a data architect recommend to share records between salesforce orgs? Choose 2.

A. Change data capture (CDC)
B. Salesforce connect.
C. Salesforce 2 Salesforce
D. Federation search

Answer: A,C

Explanation:
The two features that a data architect should recommend to share records between Salesforce orgs are:
Change Data Capture (CDC): This is a feature that publishes change events for changes in Salesforce records, such as create, update, delete, and undelete operations. Change events can be subscribed by external systems or other Salesforce orgs using various tools, such as Platform Events, Streaming API, or CometD. CDC can help keep data in sync between Salesforce orgs in near real time89.
Salesforce to Salesforce (S2S): This is a feature that allows sharing records and related data with other Salesforce orgs that you partner with. You can choose which records and fields to share, and which orgs to share with. You can also accept updates from the other orgs to keep the data consistent10.
Salesforce Connect is not a good feature to share records between Salesforce orgs because it is intended for integrating external data sources with Salesforce using external objects. Federation Search is not a good feature to share records between Salesforce orgs because it is intended for searching across multiple Salesforce orgs without sharing data.

NEW QUESTION # 42
Universal Containers (UC) is implementing Salesforce Sales Cloud and Service Cloud. As part of their implementation, they are planning to create a new custom object (Shipments), which will have a lookup relationship to Opportunities. When creating shipment records, Salesforce users need to manually input a customer reference, which is provided by customers, and will be stored in the Customer_Reference__c text custom field. Support agents will likely use this customer reference to search for Shipment records when resolving shipping issues. UC is expecting to have around 5 million shipment records created per year. What is the recommended solution to ensure that support agents using global search and reports can quickly find shipment records?

A. Set Customer-Reference_c as an External ID (unique).
B. Set Customer-Reference_c as an External ID (non-unique).
C. Implement an archiving process for shipment records created after three years.
D. Implement an archiving process for shipment records created after five years.

Answer: A

NEW QUESTION # 43
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