Data Architect

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The dumps for Data Architect exam was last updated on Jun 09,2025 .

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Question#1

To avoid creating duplicate Contacts, a customer frequently uses Data Loader to upsert Contact records into Salesforce.
What common error should the data architect be aware of when using upsert?

A. Errors with duplicate external Id values within the same CSV file.

B. Errors with records being updated and inserted in the same CSV file.

C. Errors when a duplicate Contact name is found cause upsert to fail.

D. Errors with using the wrong external Id will cause the load to fail.

Question#2

Universal Containers (UC) is implementing its new Internet of Things technology, which consists of smart containers that provide information on container temperature and humidity updated every 10 minutes back to UC. There are roughly 10,000 containers equipped with this technology with the number expected to increase to 50,000 across the next five years. It is essential that Salesforce user have access to current and historical temperature and humidity data for each container.
What is the recommended solution?

A. Create new custom fields fortemperature and humidity in the existing Container custom object, as well as an external ID field that is unique for each container. These custom fields are updated when a new measure is received.

B. Create a new Container Reading custom object, which iscreated when a new measure is received for a specific container. The Container Reading custom object has a master-detail relationship to the container object.

C. Create a new Lightning Component that displays last humidity and temperature data for a specific container and can also display historical trends obtaining relevant data from UC’s existing data warehouse.

D. Create a new Container Reading custom object with a master-detail relationship to Container which is created when a new measure is received for a specific container. Implement an archiving process that runs every hour.

Question#3

NTO has 1 million customer records spanning 25 years. As part of its new SF project, NTO would like to create a master data management strategy to help preserve the history and relevance of its customer data.
Which 3activities will be required to identify a successful master data management strategy? Choose 3 answers:

A. Identify data to be replicated

B. Create a data archive strategy

C. Define the systems of record for critical data

D. Install a data warehouse

E. Choose a Business Intelligence tool.

Question#4

Universal Containers (UC) is implementing Salesforce and will be using Salesforceto track customer complaints, provide white papers on products, and provide subscription-based support.
Which license type will UC users need to fulfill UC's requirements?

A. Sales Cloud License

B. Lightning Platform Starter License

C. Service Cloud License

D. Salesforce License

Question#5

Universal Containers would like to remove data silos and connect their legacy CRM together with their ERP and with Salesforce. Most of their sales team has already migrated to Salesforce for daily use, although a few users are still on the old CRM until some functionality they require is completed.
Which two techniques should be used for smooth interoperability now and in the future?

A. Replicate ongoing changes in the legacy CRM to Salesforce to facilitate a smooth transition when the legacy CRM is eventually retired.

B. Specify the legacy CRM as the system of record during transition until it is removed from operation and fully replaced by Salesforce.

C. Work with stakeholders to establish a Master Data Management plan for the system of record for specific objects, records, and fields.

D. Do not connect Salesforce and the legacy CRM to each other during this transition period, but do allow both to interact with the ER

Exam Code: Data Architect Q & A: 257 Q&As Updated: Jun 09,2025

Full Data Architect Exam Dumps Here

Exam Code: Data Architect
Q & A: 257 Q&As
Updated: Jun 09,2025

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