Salesforce Data-Architect practice materials Questions Answers

Exam Code:
Data-Architect
Exam Name:
Salesforce Certified Data Architect (WI23) Exam
Last Update:
Jun 01,2026

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Page: 1 / 52
Total Questions: 257

Questions & Answers PDF

• Question 1

  

  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?

  • Modify the export job header to specify Export-in-Parallel.
  • Modify the export job header to specify Sforce-Enable-PKChunking.
  • Modify the export query that includes standard index fields(s).
  • Modify the export query with LIMIT clause with Batch size 10,000.

  Reveal Answer Answer: B Next Question

• Question 2

  

  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?

  • Service Cloud
  • Lightning platform Start
  • Lightning Platform plus
  • Lightning External Apps Starts

  Reveal Answer Answer: B Next Question

• Question 3

  

  Northern Trail Outfitters <NTO> is streaming IoT data from connected devices to a cloud database. Every 24 hours. 100,000 records are generated.NIO employees will need to see these lol records within Salesforce and generate weekly reports on it. Developers may also need to write programmatic logic to aggregate the records and incorporate them into workflows.Which data pattern will allow a data architect to satisfy these requirements, while also keeping limits in mind?

  • Bidirectional integration
  • Unidirectional integration
  • Virtualization
  • Persistence

  Reveal Answer Answer: C Next Question

• Question 4

  

  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?

  • Ask support to create a skinny table for Application with the necessary reporting fields.
  • Add custom indexes to all fields on Application without a standard index.
  • Run multiple reports to get different pieces of the data and combine them.
  • Add custom indexes to the Date fields used for filtering the report.

  Reveal Answer Answer: A, D Next Question

• Question 5

  

  UC is migrating individual customers (B2C) data from legacy systems to SF. There are millions of customers stored as accounts and contacts in legacy database.Which object model should a data architect configure within SF?

  • Leverage person account object in Salesforce
  • Leverage custom person account object in SF
  • Leverage custom account and contact object in SF
  • Leverage standard account and contact object in SF

  Reveal Answer Answer: A Next Question

• Question 6

  

  How can an architect find information about who is creating, changing, or deleting certain fields within the past two months?

  • Remove 'customize application' permissions from everyone else.
  • Export the metadata and search it for the fields in question.
  • Create a field history report for the fields in question.
  • Export the setup audit trail and find the fields in question.

  Reveal Answer Answer: D Next Question

• Question 7

  

  NTO 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:

  • Use data loader to export the data from source org and then import or Upsert into the target org in sequential order.
  • Create a external id field for each object in the target org and map source record ID's to this field.
  • Redefine the master detail relationship fields to lookup relationship fields in the target org.
  • Replace source record ID's with new record ID's from the target org in the import file.
  • Keep the relationship fields populated with the source record ID's in the import file.

  Reveal Answer Answer: A, B, D Next Question

• Question 8

  

  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?

  • Use the Name field values to sort batches.
  • Order batches by Auto-number field.
  • Create indexes on Opportunity object text fields.
  • Group batches by the AccountId field.

  Reveal Answer Answer: D Next Question

• Question 9

  

  Universal Container is using Salesforce for Opportunity management and enterprise resource planning (ERP) for order management. Sales reps do not have access to the ERP and have no visibility into order status.What solution a data architect recommends to give the sales team visibility into order status?

  • Leverage Canvas to bring the order management UI in to the Salesforce tab.
  • Build batch jobs to push order line items to salesforce.
  • leverage Salesforce Connect top bring the order line item from the legacy system to Salesforce.
  • Build real-time integration to pull order line items into Salesforce when viewing orders.

  Reveal Answer Answer: C Next Question

• Question 10

  

  UC is having issues using Informatica Cloud Louder to export +10MOrder records. Each Order record has 10 Order Line Items. What two steps can you take to help correct this? Choose two answers.

  • Export in multiple batches
  • Export Bulk API in parallel mode
  • Use PK Chunking
  • Limit Batch to 10K records

  Reveal Answer Answer: A, C Next Question

Page: 1 / 52
Total Questions: 257

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