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Salesforce Data-Architect Exam is a challenging exam that requires a significant amount of preparation and study. To pass the exam, individuals need to have a deep understanding of the Salesforce platform, its data-related features, and best practices for designing and implementing data solutions. Data-Architect exam is composed of multiple-choice questions and scenarios, and individuals have three hours to complete it. Once an individual passes the exam, they will become a Salesforce Certified Data Architect, which is a valuable certification that demonstrates expertise in data architecture on the Salesforce platform.

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Salesforce Certified Data Architect Sample Questions (Q117-Q122):

NEW QUESTION # 117
Universal Containers (UC) is launching an RFP to acquire a new accounting product available on AppExchange. UC is expecting to issue 5 million invoices per year, with each invoice containing an average of 10 line items. What should UC's Data Architect recommend to ensure scalability?

A. Ensure the account product vendor includes Wave Analytics in their offering.
B. Ensure the accounting product runs 100% natively on the Salesforce platform.
C. Ensure the account product vendor provides a sound data archiving strategy.
D. Ensure invoice line items simply reference existing Opportunity line items.

Answer: C

Explanation:
A sound data archiving strategy is essential for ensuring scalability and performance of any application that deals with large volumes of data. You need to consider factors like data retention policies, storage limits, backup and recovery options, and data access requirements when designing a data archiving solution2. You can use tools like OwnBackup, Odaseva, or ArchiveIt to archive your data from Salesforce to external systems

NEW QUESTION # 118
In their legacy system. Universal Containers has a monthly accounts receivable report that compiles data from Accounts, Contacts, Opportunities, Orders. and Order Line Items. What difficulty will an architect run into when implementing this in Salesforce?

A. Custom report types cannot contain Opportunity data.
B. A report cannot contain data from Accounts and Contacts.
C. Salesforce allows up to four objects in a single report type.
D. Salesforce does not support Orders or Order Line Items.

Answer: C

NEW QUESTION # 119
NTO would like to retrieve their SF orgs meta data programmatically for backup within a various external. Which API is the best fit for accomplishing this task?

A. SOAP API
B. Metadata API
C. Tooling API
D. Bulk API in serial mode

Answer: B

Explanation:
The best API for retrieving Salesforce org metadata programmatically is the Metadata API. The Metadata API provides access to the metadata that defines the structure and configuration of an org, such as custom objects, fields, workflows, security settings, etc. It also supports deploying, retrieving, creating, updating, and deleting metadata components. The Metadata API can be used with various tools, such as Ant, Workbench, or IDEs.

NEW QUESTION # 120
DreamHouse Realty has a data model as shown in the image. The Project object has a private sharing model, and it has Roll-Up summary fields to calculate the number of resources assigned to the project, total hours for the project, and the number of work items associated to the project.
There will be a large amount of time entry records to be loaded regularly from an external system into Salesforce.

What should the Architect consider in this situation?

A. Calculate summary values instead of Roll-Up by using workflow.
B. Calculate summary values instead of Roll-Up by using triggers.
C. Load all data after deferring sharing calculations.
D. Load all data using external IDs to link to parent records.

Answer: C

Explanation:
According to the exam guide, one of the objectives is to "describe the use cases and considerations for deferring sharing calculations"1. This implies that option A is the correct way to load large amounts of data into Salesforce without affecting performance and data integrity. Deferring sharing calculations allows the data to be loaded first and then the sharing rules to be applied later2. Option B is not correct because workflows are not recommended for calculating summary values, as they can cause performance issues and data skew3. Option C is not correct because triggers are also not recommended for calculating summary values, as they can cause governor limit errors and data inconsistency. Option D is not correct because external IDs are used to link records from different systems, not to improve data loading performance.

NEW QUESTION # 121
Universal Containers (UC) has implemented Sales Cloud and it has been noticed that Sales reps are not entering enough data to run insightful reports and dashboards. UC executives would like to monitor and measure data quality metrics. What solution addresses this requirement?

A. Use third-party AppExchange tools to monitor and measure data quality.
B. Use custom objects and fields to calculate data quality.
C. Generate reports to view the quality of sample data.
D. Export the data to an enterprise data warehouse and use BI tools for data quality.

Answer: A

Explanation:
Using third-party AppExchange tools to monitor and measure data quality can address the requirement of UC executives by providing features such as data cleansing, deduplication, validation, enrichment, and scoring. These tools can help improve the accuracy, completeness, and consistency of the data entered by sales reps .

NEW QUESTION # 122
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