Salesforce Data-Architect인증시험

2026 PassTIP 최신 Data-Architect PDF 버전 시험 문제집과 Data-Architect 시험 문제 및 답변 무료 공유: https://drive.google.com/open?id=1fzIRbj7t_kysX4EgkfRAQdU1bnKbnSgu

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Salesforce Data-Architect Exam Syllabus Topics:

Section	Weight	Objectives
Data Modeling	25%	- Skinny tables for performance optimization - Big Objects and external objects - Large Data Volumes (LDV) design considerations - Indexing strategies - Normalization and denormalization strategies
Data Integration	15%	- ETL tools and data migration strategies - API-based integration (REST, SOAP, Bulk API) - Handling locks and parallelism during migration - Real-time vs batch integration patterns - Sharing rules impact on data integration
Data Architecture	20%	- Governor limits and bulk processing - Performance tuning and optimization - Archiving and data lifecycle management - Architecture patterns and design principles
Data Governance	20%	- Compliance and regulatory considerations - Data quality standards and metrics - Data retention and archiving policies - Data stewardship roles and responsibilities
Master Data Management	20%	- Data duplication and matching rules - Identity resolution - Data cleansing techniques

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최신 Salesforce Application Architect Data-Architect 무료샘플문제 (Q151-Q156):

질문 # 151
Universal Containers (CU) is in the process of implementing an enterprise data warehouse (EDW). UC needs to extract 100 million records from Salesforce for migration to the EDW.
What data extraction strategy should a data architect use for maximum performance?

A. Call the REST API in successive queries.
B. Use the Bulk API in parallel mode.
C. Utilize PK Chunking with the Bulk API.
D. Install a third-party AppExchange tool.

정답：C

질문 # 152
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. Implement a de-dupe solution and establish account ownership in Salesforce
B. Integrate Salesforce with ERP, and make ERP as system of truth.
C. Build a nightly sync job from ERP to Salesforce.
D. Build a nightly batch job to de-dupe data, and merge account records.

정답：A,B

질문 # 153
A shipping and logistics company has created a large number of reports within Sales Cloud since Salesforce was introduced. Some of these reports analyze large amounts of data regarding the whereabouts of the company's containers, and they are starting to time out when users are trying to run the reports. What is a recommended approach to avoid these time-out issues?

A. Improve reporting performance by creating a custom Visualforce report that is using a cache of the records in the report.
B. Improve reporting performance by replacing the existing reports in Sales Cloud with new reports based on Analytics Cloud.
C. Improve reporting performance by creating a dashboard that is scheduled to run the reports only once per day.
D. Improve reporting performance by creating an Apex trigger for the Report object that will pre-fetch data before the report is run.

정답：B

설명：
Improving reporting performance by replacing the existing reports in Sales Cloud with new reports based on Analytics Cloud can avoid the time-out issues by leveraging the power and scalability of Analytics Cloud.
Analytics Cloud can handle large volumes of data and provide faster and more interactive reports than Sales Cloud .

질문 # 154
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?

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

정답：D

질문 # 155
Get Cloudy Consulting needs to evaluate the completeness and consistency of contact information in Salesforce. Their sales reps often have incomplete information about their accounts and contacts. Additionally, they are not able to interpret the information in a consistent manner. Get Cloudy Consulting has identified certain ""key"" fields which are important to their sales reps.
What are two actions Get Cloudy Consulting can take to review their data for completeness and consistency?
(Choose two.)

A. Run a report which shows the last time the key fields were updated.
B. Run a report that shows the percentage of blanks for the important fields.
C. Run a process that can fill in default values for blank fields.
D. Run one report per key field, grouped by that field, to understand its data variability.

정답：A,B

설명：
Running a report that shows the last time the key fields were updated can help Get Cloudy Consulting identify stale or outdated data and prioritize data cleansing activities. Running a report that shows the percentage of blanks for the important fields can help Get Cloudy Consulting measure the completeness of their data and identify gaps or missing value

질문 # 156
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Salesforce Data-Architect덤프를 구매하시기전에 사이트에서 해당 덤프의 무료샘플을 다운받아 덤프품질을 체크해보실수 있습니다. Data-Architect덤프를 구매하시면 구매일로부터 1년내에 덤프가 업데이트될때마다 업데이트된 버전을 무료로 제공해드립니다.Salesforce Data-Architect덤프 업데이트 서비스는 덤프비용을 환불받을시 자동으로 종료됩니다.

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