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Salesforce Data-Architect Exam Dumps Questions and Answers

Exam Code: Data-Architect
Certification: Application Architect
Vendor: Salesforce
Last Update: Apr 12, 2024
Questions: 257
10  Customers Passed Salesforce Data-Architect
89%  Average Success In Real Exam
86%  Questions came word by word from this dump
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Salesforce Certified Data Architect (SP23) Questions and Answers

Questions 1

NTO (Northern Trail Outlets) has a complex Salesforce org which has been developed over past 5 years. Internal users are complaining abt multiple data issues, including incomplete and duplicate data in the org. NTO has decided to engage a data architect to analyze and define data quality standards.

Which 3 key factors should a data architect consider while defining data quality standards? Choose 3 answers:



Define data duplication standards and rules


Define key fields in staging database for data cleansing


Measure data timeliness and consistency


Finalize an extract transform load (ETL) tool for data migration


Measure data completeness and accuracy

Questions 2

To address different compliance requirements, such as general data protection regulation (GDPR), personally identifiable information (PII), of health insurance Portability and Accountability Act (HIPPA) and others, a SF customer decided to categorize each data element in SF with the following:

  • Data owner
  • Security Level, such as confidential
  • Compliance types such as GDPR, PII, HIPPA

A compliance audit would require SF admins to generate reports to manage compliance.

What should a data architect recommend to address this requirement?



Use metadata API, to extract field attribute information and use the extract to classify and build reports


Use field metadata attributes for compliance categorization, data owner, and data sensitivity level.


Create a custom object and field to capture necessary compliance information and build custom reports.


Build reports for field information, then export the information to classify and report for Audits.

Questions 3

Universal Containers has a public website with several forms that create Lead records in Salesforce using the REST API. When designing these forms, which two techniques will help maintain a high level of data quality?



Do client-side validation of phone number and email field formats.


Prefer picklist form fields over free text fields, where possible.


Ensure the website visitor is browsing using an HTTPS connection.


Use cookies to track when visitors submit multiple forms.

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