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Salesforce Certified Platform Data Architect Sample Questions:

1. UC is using SF CRM. UC sales managers are complaining about data quality and would like to monitor and measure data quality. Which 2 solutions should a data architect recommend to monitor and measure data quality? Choose 2 answer

A) Export data and check for data completeness outside of Salesforce.
B) Review data quality reports and dashboards.
C) Install and run data quality analysis dashboard app
D) Use custom objects and fields to identify issues.

2. 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 Answer

A) Define key fields in staging database for data cleansing
B) Measure data completeness and accuracy
C) Measure data timeliness and consistency
D) Finalize an extract transform load (ETL) tool for data migration
E) Define data duplication standards and rules

3. Universal Containers (UC) has a very large and complex Salesforce org with hundreds of validation rules and triggers. The triggers are responsible for system updates and data manipulation as records are created or updates by users. A majority of the automation tool within UC'' org were not designed to run during a data load. UC is importing 100,000 records into Salesforce across several objects over the weekend. What should a data architect do to mitigate any unwanted results during the import?

A) Ensure validation rules, triggers and other automation tools are disabled.
B) Import the data in smaller batches over a 24-hour period.
C) Bulkily the trigger to handle import leads.
D) Ensure duplication and matching rules and defined.

4. Universal Containers (UC) has three systems: Salesforce, a cloud -based ERP system, and an on - premise Order Management System (OMS). An architect has been tasked with creating a solution that uses Salesforce as the system of record for Leads and the OMS as the system of record for Account and Contacts. UC wants Accounts and Contacts to be able to maintain their names in each system (i.e., "John Doe" in the OMS and "Johnny Doe" in Salesforce), but wants to have a consolidated data store which links referenced records across the systems. What approach should an architect suggest so the requirements are met?

A) Implement an integration tool to send OMS Accounts and Contacts to Salesforce.
B) Use the Streaming API to send Account and Contact data from Salesforce to the OMS.
C) Have Salesforce poll the OMS nightly and bring in the desired Accounts and Contacts.
D) Implement a Master Data Management strategy to reconcile Leads, Accounts, and Contacts.

5. 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) Leverage Data.com Clean to clean up Account address fields with the D&B database.
B) Integrate with a third-party database or services for address validation and enrichment.
C) Build a team of employees that validate Accounts by searching the web and making phone calls.
D) Contact each business on the list and ask them to review and update their address information.

Solutions: