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Salesforce Data-Architect Exam Dumps
Salesforce Certified Data Architect (SP24)
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Salesforce Data-Architect Sample Questions
Question # 1NTO has outgrown its current salesforce org and will be migrating to new org shortly. As part of this process NTO will be migrating all of its metadata and data. NTO’s data model in the source org has a complex relationship hierarchy with several master detail and lookup relationships across objects, which should be maintained in target org. What 3 things should a data architect do to maintain the relationship hierarchy during migration? Choose 3 answers:
A. Use data loader to export the data from source org and then import or Upsert into the target org in sequential order.
B. Create a external id field for each object in the target org and map source record ID’s to this field.
C. Redefine the master detail relationship fields to lookup relationship fields in the target org.
D. Replace source record ID’s with new record ID’s from the target org in the import file.
E. Keep the relationship fields populated with the source record ID’s in the import file.
Question # 2
Northern trail Outfitters (NTO) uses Sales Cloud and service Cloud to manage sales and support processes. Some of NTOs team are complaining they see new fields on their page unsure of which values need be input. NTO is concerned about lack of governance in making changes to Salesforce. Which governance measure should a data architect recommend to solve this issue?
A. Add description fields to explain why the field is used, and mark the field as required.
B. Create and manage a data dictionary and ups a governance process for changes made to common objects.
C. Create reports to identify which users are leaving blank, and use external data sources o agreement the missing data.
D. Create validation rules with error messages to explain why the fields is used
Question # 3
How can an architect find information about who is creating, changing, or deleting certain fields within the past two months?
A. Remove "customize application" permissions from everyone else.
B. Export the metadata and search it for the fields in question.
C. Create a field history report for the fields in question.
D. Export the setup audit trail and find the fields in question.
Question # 4
Universal container (UC) would like to build a Human resources application on Salesforce to manage employee details, payroll, and hiring efforts. To adequately and store the relevant data, the application will need to leverage 45 custom objects. In addition to this, UC expects roughly 20,00 API calls into Salesfoce from an n-premises application daily. Which license type should a data architect recommend that best fits these requirements?
A. Service Cloud
B. Lightning platform Start
C. Lightning Platform plus
D. Lightning External Apps Starts
Question # 5
UC is using SF CRM. UC sales managers are complaining about data quality and would like to monitor and measure data quality. Which 2 solutions should a data architect recommend to monitor and measure data quality? Choose 2 answers.
A. Use custom objects and fields to identify issues.
B. Review data quality reports and dashboards.
C. Install and run data quality analysis dashboard app
D. Export data and check for data completeness outside of Salesforce.
Question # 6
Universal Containers (UC) owns a complex Salesforce org with many Apex classes, triggers, and automated processes that will modify records if available. UC has identified that, in its current development state, UC runs change of encountering race condition on the same record. What should a data architect recommend to guarantee that records are not being updated at the same time?
A. Embed the keywords FOR UPDATE after SOQL statements.
B. Disable classes or triggers that have the potential to obtain the same record.
C. Migrate programmatic logic to processes and flows.
D. Refactor or optimize classes and trigger for maximum CPU performance.
Question # 7
Universal Container has a Sales Cloud implementation for a sales team and an enterprise resource planning (ERP) as a customer master Sales team are complaining about duplicate account and data quality issues with account data. Which two solution should a data architect recommend to resolve the complaints?
A. Build a nightly batch job to de-dupe data, and merge account records.
B. Integrate Salesforce with ERP, and make ERP as system of truth.
C. Build a nightly sync job from ERP to Salesforce.
D. Implement a de-dupe solution and establish account ownership in Salesforce
Question # 8
Universal Containers (UC) has an Application custom object, which has tens of millions of records created in the past 5 years. UC needs the last 5 years of data to exist in Salesforce at all times for reporting and queries. UC is currently encountering performance issues when reporting and running queries on this Object using date ranges as filters. Which two options can be used to improve report performance?
A. Ask support to create a skinny table for Application with the necessary reporting fields.
B. Add custom indexes to all fields on Application without a standard index.
C. Run multiple reports to get different pieces of the data and combine them.
D. Add custom indexes to the Date fields used for filtering the report.
Question # 9
Universal Containers is exporting 40 million Account records from Salesforce using Informatica Cloud. The ETL tool fails and the query log indicates a full table scan time-out failure. What is the recommended solution?
A. Modify the export job header to specify Export-in-Parallel.
B. Modify the export job header to specify Sforce-Enable-PKChunking.
C. Modify the export query that includes standard index fields(s).
D. Modify the export query with LIMIT clause with Batch size 10,000.
Question # 10
US is implementing salesforce and will be using salesforce to track customer complaints, provide white papers on products and provide subscription (Fee) – based support. Which license type will US users need to fulfil US’s requirements?
A. Lightning platform starter license.
B. Service cloud license.
C. Salesforce license.
D. Sales cloud license
Question # 11
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?
A. Create a "before delete" trigger to check if the current user is not the owner.
B. Set the Sharing settings as Public Read Only for the Contact object.
C. Set the profile of the users to remove delete permission from the Contact object.
D. Create a validation rule on the Contact object to check if the current user is not the owner.
Question # 12
Northern trail Outfitters (NTO) runs its entire out of an enterprise data warehouse (EDW), NTD’s sales team starting to use Salesforce after a recent implementation, but currently lacks data required to advanced and opportunity to the next stage. NTO’s management has research Salesforce Connect and would like to use It to virtualize and report on data from the EDW within Salesforce. NTO will be running thousands of reports per day across 10 to 15 external objects. What should a data architect consider before implementing Salesforce Connect for reporting?
A. Maximum number for records returned
B. OData callout limits per day
C. Maximum page size for server-driven paging
D. Maximum external objects per org
Question # 13
Universal Containers is looking to use Salesforce to manage their sales organization. They will be migrating legacy account data from two aging systems into Salesforce. Which two design considerations should an architect take to minimize data duplication? Choose 2 answers
A. Use a workflow to check and prevent duplicates.
B. Clean data before importing to Salesforce.
C. Use Salesforce matching and duplicate rules.
D. Import the data concurrently.