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Salesforce Data-Architect (Salesforce Certified Data Architect) Certification Exam is one of the most sought-after certifications in the Salesforce ecosystem. It is designed to validate the knowledge and skills of professionals who work with Salesforce data architecture. Salesforce Certified Data Architect certification exam is intended for architects, developers, and administrators who are responsible for designing, building, and managing Salesforce data architecture solutions.

Salesforce Certified Data Architect certification is a highly sought-after certification for professionals who want to excel in their Salesforce career. Salesforce Certified Data Architect certification validates the skills required to design, implement, and maintain complex data solutions on the Salesforce platform. The Salesforce Certified Data Architect certification is a valuable asset for professionals who want to stand out in the competitive Salesforce job market.

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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.

Salesforce Certified Data Architect Sample Questions (Q216-Q221):

NEW QUESTION # 216
Universal Containers has two systems. Salesforce and an on -premise ERP system. An architect has been tasked with copying Opportunity records to the ERP once they reach a Closed/Won Stage. The Opportunity record in the ERP system will be read-only for all fields copied in from Salesforce. What is the optimal real- time approach that achieves this solution?

Answer: A

Explanation:
Implementing a workflow rule that sends Opportunity data through Outbound Messaging is the optimal real- time approach that achieves the solution of copying Opportunity records to the ERP once they reach a Closed
/Won Stage. A workflow rule can trigger an Outbound Message when an Opportunity record meets certain criteria, such as having a Closed/Won Stage. An Outbound Message can send data from Salesforce to an external system via SOAP API, without requiring any code. The external system can then process the data and create a read-only record in the ERP system. The other options are not optimal or real-time, as they would either require additional systems or tools, not provide real-time data synchronization, or not meet the frequency requirement


NEW QUESTION # 217
UC is preparing to implement sales cloud and would like to its users to have read only access to an account record if they have access to its child opportunity record. How would a data architect implement this sharing requirement between objects?

Answer: D

Explanation:
Implicit sharing will automatically handle this sharing requirement with standard functionality, as it grants read-only access to parent accounts when users have access to child opportunities. This is also known as account-opportunity sharing3. Creating a criteria-based sharing rule (option A) or an owner-based sharing rule (option D) is not necessary, as they are used to grant additional access based on record criteria or ownership. Adding appropriate users to the account team (option C) is also not required, as it is used to grant access to specific users or groups for individual accounts.


NEW QUESTION # 218
Northern Trail Outfitters (NTO) wants to start a loyalty program to reward repeat customers. The program will track every item a customer has bought and grants them points for discounts. The following conditions will exist upon implementation:
Data will be used to drive marketing and product development initiatives.
NTO estimates that the program will generate 100 million rows of date monthly.
NTO will use Salesforce's Einstein Analytics and Discovery to leverage their data and make business and marketing decisions.
What should the Data Architect do to store, collect, and use the reward program data?

Answer: D


NEW QUESTION # 219
Two million Opportunities need to be loaded in different batches into Salesforce using the Bulk API in parallel mode.
What should an Architect consider when loading the Opportunity records?

Answer: A


NEW QUESTION # 220
Universal Containers has a legacy system that captures Conferences and Venues. These Conferences can occur at any Venue. They create hundreds of thousands of Conferences per year. Historically, they have only used
20 Venues. Which two things should the data architect consider when denormalizing this data model into a single Conference object with a Venue picklist? Choose 2 answers

Answer: B,D

Explanation:
When denormalizing a data model into a single object with a picklist field, the data architect should consider the Bulk API limitations on picklist fields and the standard list view in-line editing. The Bulk API has a limit of 1,000 distinct picklist values per file1, which could be an issue if there are more than 1,000 venues in the future. The standard list view in-line editing allows users to edit multiple records at once, which could introduce data quality issues if the venue picklist is not validated or restricted2. The other options are not relevant to denormalizing a data model.


NEW QUESTION # 221
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