2025 100% FREE DATA-ARCHITECT–EFFICIENT 100% FREE VALID TEST PDF | SALESFORCE CERTIFIED DATA ARCHITECT DUMP FILE

2025 100% Free Data-Architect–Efficient 100% Free Valid Test Pdf | Salesforce Certified Data Architect Dump File

2025 100% Free Data-Architect–Efficient 100% Free Valid Test Pdf | Salesforce Certified Data Architect Dump File

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Salesforce Data-Architect certification exam is ideal for professionals who work with data architecture and management within the Salesforce ecosystem. This includes data architects, data analysts, data engineers, and data scientists. Data-Architect exam is also suitable for individuals who have experience working with Salesforce data and want to take their skills to the next level.

Salesforce Data-Architect Certification is designed for professionals who specialize in managing and designing complex data models, integrations, and analytics solutions within the Salesforce platform. Salesforce Certified Data Architect certification validates the expertise and knowledge of the Data-Architect in the Salesforce ecosystem, and it is recognized by employers worldwide.

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Salesforce Data-Architect (Salesforce Certified Data Architect) Certification Exam is a challenging but rewarding certification that validates the knowledge and skills of professionals who work with Salesforce data architecture. It is a highly respected credential in the industry and is recognized by employers as a mark of excellence. If you are looking to advance your career in the Salesforce ecosystem, this certification is definitely worth considering.

Salesforce Certified Data Architect Sample Questions (Q69-Q74):

NEW QUESTION # 69
Universal Containers has a requirement to store more than 100 million records in salesforce and needs to create a custom big object to support this business requirement.
Which two tools should a data architect use to build custom object?

  • A. Go to Big Object in setup select new to create big object.
  • B. Use Metadata API to create big object.
  • C. Use DX to create big object.
  • D. Go to Object Manager in setup and select new to create big object.

Answer: A,B

Explanation:
To build a custom big object to support storing more than 100 million records in Salesforce, a data architect should use Metadata API or Big Object in setup. Metadata API is an API that allows developers to create, retrieve, update, or delete metadata components in Salesforce programmatically. Big Object in setup is a user interface that allows admins to create big objects declaratively without writing code. Both tools can be used to define custom big objects and their fields, indexes, and relationships in Salesforce. Option A is incorrect because DX (Developer Experience) is a set of tools that allows developers to create and manage applications on Salesforce Platform, but it does not support creating big objects directly. Option D is incorrect because Object Manager in setup is a user interface that allows admins to create and manage standard and custom objects in Salesforce, but it does not support creating big objects declaratively.


NEW QUESTION # 70
DreamHouse Realty has a legacy system that captures Branch Offices and Transactions. DreamHouse Realty has 15 Branch Offices. Transactions can relate to any Branch Office. DreamHouse Realty has created hundreds of thousands of Transactions per year.
A Data Architect needs to denormalize this data model into a single Transaction object with a Branch Office picklist.
What are two important considerations for the Data Architect in this scenario? (Choose two.)

  • A. Limitations on master-detail relationships.
  • B. Bulk API limitations on picklist fields.
  • C. Limitations on Org data storage.
  • D. Standard list view in-line editing.

Answer: B,C


NEW QUESTION # 71
Company S was recently acquired by Company T. As part of the acquisition, all of the data for the Company S's Salesforce instance (source) must be migrated into the Company T's Salesforce instance (target). Company S has 6 million Case records.
An Architect has been tasked with optimizing the data load time.
What should the Architect consider to achieve this goal?

  • A. Pre-process the data, then use Data Loader with SOAP API to upsert with zip compression enabled.
  • B. Utilize the Salesforce Org Migration Tool from the Setup Data Management menu.
  • C. Load the data in multiple sets using Bulk API parallel processes.
  • D. Directly leverage Salesforce-to-Salesforce functionality to load Case data.

Answer: A

Explanation:
Pre-processing the data means transforming and cleansing the data before loading it into Salesforce. This can reduce the errors and conflicts that might occur during the data load. Using Data Loader with SOAP API to upsert with zip compression enabled can also improve the performance and efficiency of the data load by reducing the network bandwidth and avoiding duplication


NEW QUESTION # 72
Northern Trail Outfitters Is planning to build a consent form to record customer authorization for marketing purposes.
What should a data architect recommend to fulfill this requirement?

  • A. Use custom fields to capture the authorization details.
  • B. Utilize the Authorization Form Consent object to capture the consent.
  • C. Use AppExchange solution to address the requirement.
  • D. Create a custom object to maintain the authorization.

Answer: B

Explanation:
The Authorization Form Consent object is a standard object that allows you to capture customer consent for marketing purposes. It has fields such as Consent Captured Date, Consent Captured Source, Consent Description, and Consent Status. You can use this object to create consent forms and track customer responses. This is the best option to fulfill the requirement, as it does not require any custom development or external solution.


NEW QUESTION # 73
Universal Containers (UC) has a Salesforce instance with over 10.000 Account records. They have noticed similar, but not identical. Account names and addresses. What should UC do to ensure proper data quality?

  • A. Run a report, find Accounts whose name starts with the same five characters, then merge those Accounts.
  • B. Use a service to standardize Account addresses, then use a 3rd -party tool to merge Accounts based on rules.
  • C. Make the Account Owner clean their Accounts' addresses, then merge Accounts with the same address.
  • D. Enable Account de -duplication by creating matching rules in Salesforce, which will mass merge duplicate Accounts.

Answer: D

Explanation:
Enabling Account de-duplication by creating matching rules in Salesforce, which will mass merge duplicate Accounts, is what UC should do to ensure proper data quality for their Account records. Matching rules allow UC to define how Salesforce identifies duplicate Accounts based on various criteria, such as name, address, phone number, etc. Mass merge allows UC to merge up to 200 duplicate Accounts at a time, based on the matching rules. This simplifies and automates the process of de-duplicating Accounts and improves data quality. The other options are either more time-consuming, costly, or error-prone for ensuring proper data quality.


NEW QUESTION # 74
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