Data-Architectの無料問題集（260題）、Data-Architect認定試験参考書

Salesforce Data-Architect 問題集

試験コード：Data-Architect

試験名称：Salesforce Certified Data Architect

最近更新時間：2025-04-01

問題と解答：全260問

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質問 1：
Universal Containers has successfully migrated 50 million records into five different objects multiple times in a full copy sandbox. The Integration Engineer wants to re-run the test again a month before it goes live into Production. What is the recommended approach to re-run the test?
A. Hard delete all 5 objects' data and re-run the data migration test.
B. Truncate all 5 objects quickly and re-run the data migration test.
C. Refresh the full copy sandbox and re-run the data migration test.
D. Truncate all 5 objects and hard delete before running the migration test.
正解：C
解説: (Topexam メンバーにのみ表示されます)

質問 2：
Universal Containers wants to implement a data -quality process to monitor the data that users are manually entering into the system through the Salesforce UI. Which approach should the architect recommend?
A. Utilize an app from the AppExchange to create data -quality dashboards.
B. Use Apex to validate the format of phone numbers and postal codes.
C. Allow users to import their data using the Salesforce Import tools.
D. Utilize a 3rd -party solution from the AppExchange for data uploads.
正解：A
解説: (Topexam メンバーにのみ表示されます)

質問 3：
Universal Containers (UC) has deployed Salesforce to manage Marketing. Sales, and Support efforts in a multi
-system ERP environment After reaching the limits of native reports & dashboards. UC leadership is looking to understand what options can be used to provide more analytical insights. What two approaches should an architect recommend? Choose 2 answers
A. Setup Audit Trails
B. Weekly Snapshots
C. AppExchange Apps
D. Wave Analytics
正解：C,D
解説: (Topexam メンバーにのみ表示されます)

質問 4：
UC has a classic encryption for Custom fields and is leveraging weekly data reports for data backups. During the data validation of exported data UC discovered that encrypted field values are still being exported as part of data exported. What should a data architect recommend to make sure decrypted values are exported during data export?
A. Set a standard profile for Data Migration user, and assign view encrypted data
B. Set up a custom profile for data migration user and assign view encrypted data.
C. Leverage Apex class to decrypt data before exporting it.
D. Create another field to copy data from encrypted field and use this field in export
正解：A
解説: (Topexam メンバーにのみ表示されます)

質問 5：
DreamHouse Realty has a Salesforce org that is used to manage Contacts.
What are two things an Architect should consider using to maintain data quality in this situation? (Choose two.)
A. Use workflow to delete duplicate records.
B. Use the private sharing model.
C. Use validation rules on new record create and edit.
D. Use Salesforce duplicate management.
正解：C,D
解説: (Topexam メンバーにのみ表示されます)

質問 6：
UC has to built a B2C ecommerce site on Heroku that shares customer and order data with a Heroku Postgres database. UC is currently utilizing Postgres as the single source of truth for both customers and orders. UC has asked a data architect to replicate the data into salesforce so that salesforce can now act as the system of record.
What are the 3 considerations that data architect should weigh before implementing this requirement? Choose
23 answers:
A. Ensure the data is CRM center and able to populate standard of custom objects.
B. A selection of the tool required to replicate the data.
C. Ensure there is a tight relationship between order data and an enterprise resource plaining (ERP) application.
D. Consider whether the data is required for sales reports, dashboards and KPI's.
E. - Heroku Connect is required but this is confusing
F. Determine if the data is driver of key process implemented within salesforce.
正解：B,C,F
解説: (Topexam メンバーにのみ表示されます)

質問 7：
Universal Containers (UC) is in the process of selling half of its company. As part of this split, UC's main Salesforce org will be divided into two org:org A and org B, UC has delivered these requirements to its data architect
1. The data model for Org B will drastically change with different objects, fields, and picklist values.
2. Three million records will need to be migrated from org A to org B for compliance reasons.
3. The migrate will need occur within the next two month, prior to be split.
Which migrate strategy should a data architect use to successfully migrate the date?
A. Write a script to use the Bulk API
B. Use Data Loader for export and Data Import Wizard for import
C. use as ETL tool to orchestrate the migration.
D. Use the Salesforces CLI to query, export, and import
正解：C
解説: (Topexam メンバーにのみ表示されます)

質問 8：
Universal Containers (UC) maintains a collection of several million Account records that represent business in the United Sates. As a logistics company, this list is one of the most valuable and important components of UC's business, and the accuracy of shipping addresses is paramount. Recently it has been noticed that too many of the addresses of these businesses are inaccurate, or the businesses don't exist. Which two scalable strategies should UC consider to improve the quality of their Account addresses?
A. Integrate with a third-party database or services for address validation and enrichment.
B. Contact each business on the list and ask them to review and update their address information.
C. Leverage Data.com Clean to clean up Account address fields with the D&B database.
D. Build a team of employees that validate Accounts by searching the web and making phone calls.
正解：A,C
解説: (Topexam メンバーにのみ表示されます)

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Salesforce Data-Architect 認定試験の出題範囲：

トピック	出題範囲
トピック 1	Data Governance: This topic covers the approach for designing a GDPR compliant data model, including identifying, classifying, and protecting personal and sensitive information. It also delves into as well different approaches and considerations to design and implement an enterprise data governance program.
トピック 2	Master Data Management: This topic covers the various techniques, approaches, and considerations to implement Master Data Management Solutions, and techniques for establishing a "golden record" or "system of truth" for the customer domain. It also discusses approaches and techniques for consolidating data attributes and maintaining customer reference and metadata.
トピック 3	Salesforce Data Management: This topic covers the appropriate combination of Salesforce license types, techniques to ensure data is persisted in a consistent manner, and approaches to represent a single view of the customer on the Salesforce platform. It also covers techniques to effectively consolidate and leverage data from multiple Salesforce instances.
トピック 4	Data modeling Database Design: This topic covers various techniques and considerations for designing a data model for the Customer 360 platform. It also focuses on approaches to designing a scalable data model that obeys the current security and sharing model. The topic also compares and contrasts techniques for capturing and managing business and technical metadata, as well as the reasons for implementing Big Objects vs Standard Custom objects and approaches to avoid data skew.

参照：https://trailhead.salesforce.com/en/help?article=Salesforce-Certified-Data-Architect-Exam-Guide

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