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To qualify for this certification exam, candidates must have a minimum of 3-5 years of experience in data architecture, as well as a deep understanding of the Salesforce platform and its data model. Data-Architect exam itself consists of multiple-choice questions and scenario-based questions, which are designed to test the candidate's knowledge and ability to apply best practices in data architecture to real-world scenarios. Once certified, professionals will have the skills and knowledge necessary to design and implement complex data solutions that can help organizations better understand their customers, improve their sales and marketing efforts, and drive business growth. Overall, the Salesforce Data-Architect Certification is a valuable credential for any data professional looking to advance their career in the Salesforce ecosystem.

Salesforce Data-Architect Certification Exam is a two-part exam that evaluates a professional's knowledge and skills in designing and building complex data architectures in Salesforce. The first part of the exam focuses on data modeling, data architecture, and data integration. The second part of the exam evaluates a professional's expertise in data governance, data quality, and data security. Salesforce Certified Data Architect certification exam is intended for professionals who have experience in data architecture, data modeling, data integration, and data management with the Salesforce platform.

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Salesforce Certified Data Architect Sample Questions (Q205-Q210):

NEW QUESTION # 205
Universal Containers (UC) is building a Service Cloud call center application and has a multisystem support solution. UC would like or ensure that all systems have access to the same customer information.
What solution should a data architect recommend?

A. Make Salesforce the system of record for all data.
B. Implement a master data management (MDM) strategy for customer data.
C. Load customer data in all systems.
D. Let each system be an owner of data it generates.

Answer: B

Explanation:
A master data management (MDM) strategy for customer data can help UC ensure that all systems have access to the same customer information, without loading or duplicating data in all systems. An MDM strategy can also help UC avoid data conflicts and inconsistencies that may arise from having multiple systems as owners of data.

NEW QUESTION # 206
Universal Containers (UC) has a complex system landscape and is implementing a data governance program for the first time Which two first steps would be appropriate for UC to initiate an assessment of data architecture? Choose 2 answers

A. Engage with business units and IT to assess current operational systems and data models.
B. Engage with executive sponsorship to assess enterprise data strategy and goals.
C. Engage with IT program managers to assess current velocity of projects in the pipeline.
D. Engage with database administrators to assess current database performance metrics.

Answer: A,B

Explanation:
Engaging with executive sponsorship to assess enterprise data strategy and goals, and engaging with business units and IT to assess current operational systems and data models are two first steps that would be appropriate for UC to initiate an assessment of data architecture. These steps will help to understand the current state of data management, the business needs and expectations, and the gaps and opportunities for improvement.
Engaging with IT program managers to assess current velocity of projects in the pipeline, and engaging with database administrators to assess current database performance metrics are not relevant steps for assessing data architecture, as they are more related to project management and technical performance.

NEW QUESTION # 207
Cloud Kicks has the following requirements:
- Data needs to be sent from Salesforce to an external system to generate invoices from their Order Management System (OMS).
- A Salesforce administrator must be able to customize which fields will be sent to the external system without changing code.
What are two approaches for fulfilling these requirements? (Choose two.)

A. An Outbound Message to determine which fields to send to the OMS.
B. A set<sobjectFieldset> to determine which fields to send in an HTTP callout.
C. Enable the field -level security permissions for the fields to send.
D. A Field Set that determines which fields to send in an HTTP callout.

Answer: A,D

NEW QUESTION # 208
Universal Containers (UC) management has identified a total of ten text fields on the Contact object as important to capture any changes made to these fields, such as who made the change, when they made the change, what is the old value, and what is the new value. UC needs to be able to report on these field data changes within Salesforce for the past 3 months. What are two approaches that will meet this requirement? Choose 2 answers

A. Write an Apex trigger on Contact after insert event and after update events and store the old values in another custom object.
B. Create a Contact report including these ten fields and Salesforce Id, then schedule the report to run once a day and send email to the admin.
C. Create a workflow to evaluate the rule when a record is created and use field update actions to store previous values for these ten fields in ten new fields.
D. Turn on field Contact object history tracking for these ten fields, then create reports on contact history.

Answer: A,D

Explanation:
To capture and report on any changes made to ten text fields on the Contact object for the past 3 months, the data architect should write an Apex trigger on Contact after insert and after update events and store the old values in another custom object, or turn on field Contact object history tracking for these ten fields and create reports on contact history. An Apex trigger can capture the old and new values of the fields, as well as the user and time of the change, and store them in a custom object that can be used for reporting. Field history tracking can also track the changes to the fields and store them in a history table that can be used for reporting. However, field history tracking only retains data for up to 18 months or 24 months with an extension, so it may not be suitable for longer-term reporting needs. The other options are not feasible or effective for capturing and reporting on field data changes.

NEW QUESTION # 209
Universal Containers (UC) is planning to move away from legacy CRM to Salesforce. As part of one-time data migration, UC will need to keep the original date when a contact was created in the legacy system. How should an Architect design the data migration solution to meet this requirement?

A. Enable "Set Audit Fields" and assign the permission to the user loading the data for the duration of the migration.
B. After the data is migrated, perform an update on all records to set the original date in a standard Created Date field.
C. Create a new field on the Contact object to capture the Created Date. Hide the standard Created Date field using Field -Level Security.
D. Write an Apex trigger on the Contact object, before insert event to set the original value in a standard Created Date field.

Answer: A

Explanation:
Enabling "Set Audit Fields" allows the user loading the data to set the value of the standard CreatedDate field to match the original date from the legacy system. This is a one-time permission that can be revoked after the migration is completed. The other options would either not work or require additional customization

NEW QUESTION # 210
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