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：2025-07-12

問題と解答：全260問

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質問 1：
US has released a new disaster recovery (DR)policy that states that cloud solutions need a business continuity plan in place separate from the cloud providers built in data recovery solution.
Which solution should a data architect use to comply with the DR policy?
A. Leverage a 3rd party tool that extract salesforce data/metadata and stores the information in an external protected system.
B. Utilize an ETL tool to migrate data to an on-premise archive solution.
C. Write a custom batch job to extract data changes nightly, and store in an external protected system.
D. Leverage salesforce weekly exports, and store data in Flat files on a protected system.
正解：A
解説: (Topexam メンバーにのみ表示されます)

質問 2：
A customer wishes to migrate 700,000 Account records in a single migration into Salesforce. What is the recommended solution to migrate these records while minimizing migration time?
A. Use Salesforce Bulk API in parallel mode.
B. Use Salesforce Bulk API in serial mode.
C. Use Salesforce Soap API in serial mode.
D. Use Salesforce Soap API in parallel mode.
正解：A
解説: (Topexam メンバーにのみ表示されます)

質問 3：
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. Export the setup audit trail to review what fields are being used.
B. Determine if any integration points create records in Salesforce.
C. Review the metadata xml files for redundant fields to consolidate.
D. Run key reports to determine what fields should be required.
E. Review the sharing model to determine impact on duplicate records.
正解：B,D,E
解説: (Topexam メンバーにのみ表示されます)

質問 4：
Northern Trail Outfitters needs to implement an archive solution for Salesforce data. This archive solution needs to help NTO do the following:
1. Remove outdated Information not required on a day-to-day basis.
2. Improve Salesforce performance.
Which solution should be used to meet these requirements?
A. Create a full copy sandbox, and use it as a source for retaining archived data.
B. Identify a location to store archived data, and move data to the location using a time-based workflow.
C. Use a formula field that shows true when a record reaches a defined age and use that field to run a report and export a report into SharePoint.
D. Identify a location to store archived data and use scheduled batch jobs to migrate and purge the aged data on a nightly basis,
正解：D
解説: (Topexam メンバーにのみ表示されます)

質問 5：
Universal Containers is establishing a call center that will use Salesforce. UC receives 10 million calls and creates 100 million cases every month. Cases are linked to a custom call object using lookup relationship. UC would like to run reports and dashboard to better understand different case types being created on calls to better serve customers.
What solution should a data architect recommend to meet the business requirement?
A. Leverage custom objects to store aggregate data and run analytics.
B. Leverage big objects to archive records and Einstein Analytics to run reports.
C. Leverage out-of-the-box reports and dashboard on case and interactive voice response (IVR) custom object.
D. Archive records to a data warehouse and run analytics on the data warehouse.
正解：B
解説: (Topexam メンバーにのみ表示されます)

質問 6：
Universal Containers has a large volume of Contact data going into Salesforce.com. There are 100,000 existing contact records. 200,000 new contacts will be loaded. The Contact object has an external ID field that is unique and must be populated for all existing records. What should the architect recommend to reduce data load processing time?
A. Load Contact records together using the Streaming API via the Upsert operation.
B. Load new records via the Insert operation and existing records via the Update operation.
C. Delete all existing records, and then load all records together via the Insert operation.
D. Load all records via the Upsert operation to determine new records vs. existing records.
正解：B
解説: (Topexam メンバーにのみ表示されます)

質問 7：
Universal Containers (UC) wants to ensure their data on 100,000 Accounts pertaining mostly to US-based companies is enriched and cleansed on an ongoing basis. UC is looking for a solution that allows easy monitoring of key data quality metrics. What should be the recommended solution to meet this requirement?
A. Use a declarative approach by installing and configuring Data.com Clean to monitor Account data quality.
B. Implement an Apex Trigger on Account that queries a third-party data quality API to monitor Account data quality.
C. Implement Batch Apex that calls out a third-party data quality API in order to monitor Account data quality.
D. Use declarative approach by installing and configuring Data.com Prospector to monitor Account data quality.
正解：A
解説: (Topexam メンバーにのみ表示されます)

質問 8：
Universal Containers has a custom object with millions of rows of data.
When executing SOQL queries, which three options prevent a query from being selective? (Choose three.)
A. Performing large loads and deletions.
B. Using a custom index on a deterministic formula field.
C. Using trailing % wildcards.
D. Using NOT and != operators.
E. Using leading % wildcards.
正解：A,D,E
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	Large Data Volume Considerations: This covers the design of a data model that scales considering large data volume and solution performance, a data archiving and purging plan, and the use of virtualized data options.
トピック 2	Master Data Management: This topic covers the various techniques, approaches, and considerations to implement Master Data Management Solutions, as well as 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	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 different approaches and considerations for designing and implementing an enterprise data governance program.
トピック 4	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.

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

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