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Salesforce Data-Architect (Salesforce Certified Data Architect) Exam is a certification exam designed to test the knowledge and capabilities of professionals in the field of data architecture in the Salesforce ecosystem. It is a highly sought-after certification that validates the skills and experience of individuals in designing and implementing complex data solutions on the Salesforce platform.

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Salesforce Certified Data Architect Sample Questions (Q233-Q238):

NEW QUESTION # 233
A data architect has been tasked with optimizing a data stewardship engagement for a Salesforce instance Which three areas of Salesforce should the architect review before proposing any design recommendation? Choose 3 answers

A. Determine if any integration points create records in Salesforce.
B. Review the sharing model to determine impact on duplicate records.
C. Run key reports to determine what fields should be required.
D. Review the metadata xml files for redundant fields to consolidate.
E. Export the setup audit trail to review what fields are being used.

Answer: A,B,C

Explanation:
Determining if any integration points create records in Salesforce, running key reports to determine what fields should be required, and reviewing the sharing model to determine impact on duplicate records are three areas of Salesforce that the architect should review before proposing any design recommendation. These areas will help to identify the sources and quality of data, the business rules and validations for data entry, and the access and visibility of data across users and roles. Reviewing the metadata xml files for redundant fields to consolidate, and exporting the setup audit trail to review what fields are being used are not necessary steps for optimizing a data stewardship engagement, as they are more related to metadata management and audit tracking.

NEW QUESTION # 234
Universal Containers (UC) is concerned that data is being corrupted daily either through negligence or maliciousness. They want to implement a backup strategy to help recover any corrupted data or data mistakenly changed or even deleted. What should the data architect consider when designing a field -level audit and recovery plan?

A. Schedule a weekly export file.
B. Reduce data storage by purging old data.
C. Review projected data storage needs.
D. Implement an AppExchange package.

Answer: C

Explanation:
Option C is the best answer because reviewing projected data storage needs is an important step in designing a field-level audit and recovery plan1. You need to estimate how much data storage you will need in the future and plan accordingly. Option A is not correct because reducing data storage by purging old data may not be sufficient or desirable for backup purposes. Option B is not correct because implementing an AppExchange package may not be customized or compatible with your org's requirements. Option D is not correct because scheduling a weekly export file may not be frequent or granular enough for field-level audit and recovery.

NEW QUESTION # 235
Universal Containers (UC) has users complaining about reports timing out or simply taking too long to run What two actions should the data architect recommend to improve the reporting experience? Choose 2 answers

A. Share each report with fewer users.
B. Enable Divisions for large data objects.
C. Create one skinny table per report.
D. Index key fields used in report criteria.

Answer: C,D

NEW QUESTION # 236
Universal Containers (UC) wants to store product data in Salesforce, but the standard Product object does not support the more complex hierarchical structure which is currently being used in the product master system. How can UC modify the standard Product object model to support a hierarchical data structure in order to synchronize product data from the source system to Salesforce?

A. Create a custom lookup field on the standard Product to reference the parent record in the hierarchy.
B. Create a custom lookup filed on the standard Product to reference the child record in the hierarchy.
C. Create a custom master-detail field on the standard Product to reference the child record in the hierarchy.
D. Create an Apex trigger to synchronize the Product Family standard picklist field on the Product object.

Answer: A

NEW QUESTION # 237
UC has millions of case records with case history and SLA data. UC's compliance team would like historical cases to be accessible for 10 years for Audit purpose.
What solution should a data architect recommend?

A. Use a custom object to store archived case data.
B. Archive Case data using Salesforce Archiving process
C. Purchase more data storage to support case object
D. Use a custom Big object to store archived case data.

Answer: D

Explanation:
The best solution to store historical cases for 10 years for audit purpose is to use a custom Big object to store archived case data. Big objects are a type of custom object that can store massive amounts of data on the Salesforce platform without affecting performance or storage limits. They also support point-and-click tools, triggers, and Apex code. Big objects can be used for archiving historical data that needs to be retained for compliance or analytics purposes3. Archiving case data using Salesforce Archiving process is not a good option because it only supports archiving cases that are closed for more than one year, and it does not allow customizing the archival criteria or accessing the archived data via Apex or APIs4. Purchasing more data storage to support case object is expensive and may impact performance. Using a custom object to store archived case data is not scalable and may consume a lot of storage space.

NEW QUESTION # 238
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