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Salesforce Data-Architect (Salesforce Certified Data Architect) Certification Exam is a highly advanced certification program designed to validate the skills of experienced data architects in the Salesforce ecosystem. Salesforce Certified Data Architect certification exam is designed to test the candidates' knowledge and expertise in various areas, including data modeling, data architecture, data integration, data governance, and data security. Data-Architect Exam is ideal for data architects, data engineers, data analysts, and other professionals who work with Salesforce data on a regular basis.

Salesforce Certified Data Architect Sample Questions (Q118-Q123):

NEW QUESTION # 118
What 2 data management policies does the data classification feature allow customers to classify in salesforce?
Choose 2 answers:

A. Data sensitivity level
B. Data governance policy.
C. Reference data policy.
D. Compliance categorization policy.

Answer: A,D

Explanation:
The data classification feature allows customers to classify their data in Salesforce based on two policies:
Data sensitivity level: This policy defines how sensitive the data is and what level of protection it requires. For example, high sensitivity data may require encryption or masking.
Compliance categorization policy: This policy defines how the data is regulated by various laws and standards. For example, GDPR or PCI DSS.

NEW QUESTION # 119
UC developers have created a new lightning component that uses an Apex controller using a SOQL query to populate a custom list view. Users are complaining that the component often fails to load and returns a time-out error.
What tool should a data architect use to identify why the query is taking too long?

A. Use Splunk to query the system logs looking for transaction time and CPU usage.
B. Use salesforce's query optimizer to analyze the query in the developer console.
C. Enable and use the query plan tool in the developer console.
D. Open a ticket with salesforce support to retrieve transaction logs to e analyzed for processing time.

Answer: C

NEW QUESTION # 120
NTO has a loyalty program to reward repeat customers. The following conditions exists:
1.Reward levels are earned based on the amount spent during the previous 12 months.
2.The program will track every item a customer has bought and grant them points for discount.
3.The program generates 100 million records each month.
NTO customer support would like to see a summary of a customer's recent transaction and reward level(s) they have attained.
Which solution should the data architect use to provide the information within the salesforce for the customer support agents?

A. Capture the reward program data in an external data store and present the 12 months trailing summary in salesforce using salesforce connect and then external object.
B. Provide a button so that the agent can quickly open the point of sales system displaying the customer history.
C. Create a custom object in salesforce to capture and store all reward program. Populate nightly from the point-of-scale system, and present on the customer record.
D. Create a custom big object to capture the reward program data and display it on the contact record and update nightly from the point-of-scale system.

Answer: D

Explanation:
According to the Get Started with Big Objects unit on Trailhead, one of the use cases for custom big objects is to store and manage loyalty program data for customers. The unit states that "From loyalty programs to transactions, order, and billing information, use a custom big object to keep track of every detail." Therefore, a custom big object can be used to capture the reward program data and display it on the contact record.
Additionally, according to the Big Objects Implementation Guide, big objects can handle massive amounts of data (up to billions of records) and can be updated nightly from external systems using Bulk API or batch Apex. Therefore, a custom big object can meet the requirements of NTO's loyalty program scenario.

NEW QUESTION # 121
Universal Containers (UC) has a custom discount request object set as a detail object with a custom product object as the master. There is a requirement to allow the creation of generic discount requests without the custom product object as its master record. What solution should an Architect recommend to UC?

A. Remove the master-detail relationship and keep the objects separate.
B. Mandate the selection of a custom product for each discount request.
C. Change the master-detail relationship to a lookup relationship.
D. Create a placeholder product record for the generic discount request.

Answer: C

Explanation:
Changing the master-detail relationship to a lookup relationship is the best solution for allowing the creation of generic discount requests without the custom product object as its master record. A lookup relationship allows you to create child records without requiring a parent record. It also gives you more flexibility in defining the sharing and security settings for each object

NEW QUESTION # 122
A large automobile manufacturer has decided to use Salesforce as its CRM. It needs to maintain the following dealer types in their CRM:
Local dealers
Regional distributor
State distributor
Service dealer
The attributes are different for each of the customer types. The CRM users should be allowed to enter only attributes related to the customer types. The processes and business rules for each of the customer types could be different.
How should the different dealers be maintained in Salesforce?

A. Create Custom objects for each dealer types and custom fields for dealer attributes.
B. Create dealers as Accounts, and build custom views for each of the dealer types.
C. Use Accounts for dealers and custom picklist field for each of the dealer types
D. Use Accounts for dealers, and create record types for each of the dealer types.

Answer: D

Explanation:
According to Trailhead2, record types are a feature that allows administrators to create different business processes, page layouts, and picklist values for different types of records within an object. Record types can be used to maintain different dealer types in Salesforce by creating record types for each of the dealer types and assigning them appropriate attributes, processes, and rules. Option A is the correct answer because it suggests using Accounts for dealers, and creating record types for each of the dealer types. Option B is incorrect because creating dealers as Accounts, and building custom views for each of the dealer types does not allow CRM users to enter only attributes related to the customer types, nor does it enable different processes and business rules for each of the customer types. Option C is incorrect because using Accounts for dealers and custom picklist field for each of the dealer types does not allow CRM users to enter only attributes related to the customer types, nor does it enable different processes and business rules for each of the customer types.
Option D is incorrect because creating Custom objects for each dealer types and custom fields for dealer attributes can be unnecessary and complex, as it requires creating multiple objects and relationships instead of using the standard Account object.

NEW QUESTION # 123
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