Salesforce Data-Architect Latest Exam Notes, Data-Architect Exam Questions Vce

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Salesforce Data-Architect Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Data Modeling and Database Design	25%	- Design scalable data models 1. Custom and standard object design 2. Object relationships and cardinality 3. Data model optimization for performance - Indexing and data structure 1. Skinny tables and big objects 2. Standard and custom indexes 3. Query optimization strategies
Topic 2: Data Integration and Master Data Management	10%	- Integration patterns and tools 1. External data sources and objects 2. REST, SOAP, and Bulk API usage 3. Real-time vs batch integration - Master data management 1. MDM strategy and implementation 2. Data synchronization and consistency 3. Single source of truth design
Topic 3: Data Governance and Compliance	20%	- Data lifecycle management 1. Data classification and handling 2. Data privacy and security 3. Data retention and archiving policies - Data governance framework 1. Data stewardship and ownership 2. Data quality standards 3. Compliance and regulatory requirements
Topic 4: Salesforce Data Management	25%	- Data import and export strategies 1. Migration planning and execution 2. Data validation and cleansing 3. Tools: Data Loader, Import Wizard, Bulk API - Sharing and visibility design 1. Sharing rules, manual sharing, Apex sharing 2. Organization-wide defaults, role hierarchy 3. Data access and security model
Topic 5: Large Data Volume Considerations	20%	- Storage and optimization 1. Storage limits and management 2. Performance tuning techniques 3. Archiving and off-platform storage - Performance and scalability 1. Avoiding and resolving data skew 2. Handling millions of records 3. Governor limits and bulk processing

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Data-Architect Exam Questions Vce | Data-Architect Vce Test Simulator

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Salesforce Certified Data Architect Sample Questions (Q171-Q176):

NEW QUESTION # 171
Salesforce is being deployed in Ursa Major Solar's disparate, multi-system ERP environment. Ursa major Solar wants to maintain data synchronization between systems.
Which two techniques should be used to achieve this goal? (Choose two.)

A. Build synchronization reports and dashboards.
B. Integrate Salesforce with the ERP environment.
C. Utilize workbench to update files within systems.
D. Utilize an MDM strategy to outline a single source of truth.

Answer: B,D

NEW QUESTION # 172
Based on government regulations, a Salesforce customer plans to implement the following in Salesforce for compliance:
Access to customer information based on record ownership
Ability for customers to request removal of their information from Salesforce Prevent users from accessing Salesforce from outside company network (virtual private network, or VPN) What should a data architect recommend to address these requirements?

A. Implement Salesforce shield with Event Monitoring to address the requirement.
B. Implement IP restrictions, sharing settings, and custom Apex to support customer requests.
C. Contact Salesforce support to restrict access only with VPN and other requirements
D. Allow users access to Salesforce through a custom web application hosted within VPN.

Answer: B

NEW QUESTION # 173
An architect has been asked to provide error messages when a future date is detected in a custom Birthdate _c field on the Contact object. The client wants the ability to translate the error messages. What are two approaches the architect should use to achieve this solution? Choose 2 answers

A. Create a validation rule and translate the error message with translation workbench.
B. Create a workflow field update to set the standard ErrorMessage field.
C. Create a trigger on Contact and add an error to the record with a custom label.
D. Implement a third -party validation process with translate functionality.

Answer: A,C

Explanation:
Creating a trigger on Contact and adding an error to the record with a custom label allows the architect to use the translation workbench to translate the error message based on the user's language. Creating a validation rule and translating the error message with translation workbench also achieves the same result. The other options would either not provide translation functionality or not display an error message

NEW QUESTION # 174
UC is preparing to implement sales cloud and would like to its users to have read only access to an account record if they have access to its child opportunity record. How would a data architect implement this sharing requirement between objects?

A. Create an owner-based sharing rule.
B. Implicit sharing will automatically handle with standard functionality.
C. Add appropriate users to the account team.
D. Create a criteria-based sharing rule.

Answer: B

Explanation:
Implicit sharing will automatically handle this sharing requirement with standard functionality, as it grants read-only access to parent accounts when users have access to child opportunities. This is also known as account-opportunity sharing3. Creating a criteria-based sharing rule (option A) or an owner-based sharing rule (option D) is not necessary, as they are used to grant additional access based on record criteria or ownership.
Adding appropriate users to the account team (option C) is also not required, as it is used to grant access to specific users or groups for individual accounts.

NEW QUESTION # 175
Cloud Kicks is launching a Partner Community, which will allow users to register shipment requests that are then processed by Cloud Kicks employees. Shipment requests contain header information, and then a list of no more than 5 items being shipped.
First, Cloud Kicks will introduce its community to 6,000 customers in North America, and then to 24,000 customers worldwide within the next two years. Cloud Kicks expects 12 shipment requests per week per customer, on average, and wants customers to be able to view up to three years of shipment requests and use Salesforce reports.
What is the recommended solution for the Cloud Kicks Data Architect to address the requirements?

A. Create a custom object to track shipment requests with five lookup custom fields for each item being shipped Implement an archiving process that moves data off-platform after three years.
B. Create a custom object to track shipment requests and a child custom object to track shipment items. Implement an archiving process that moves data off-platform after three years.
C. Create an external custom object to track shipment requests with five lookup custom fields for each item being shipped. External objects are stored off-platform in Heroku's Postgres database.
D. Create an external custom object to track shipment requests and a child external object to track shipment items. External objects are stored off-platform in Heroku's Postgres database.

Answer: B

Explanation:
The recommended solution for the Cloud Kicks Data Architect to address the requirements is to create a custom object to track shipment requests and a child custom object to track shipment items. Implement an archiving process that moves data off-platform after three years. This solution would allow Cloud Kicks to store and manage their shipment data on Salesforce, and use Salesforce reports to analyze it. However, since Cloud Kicks expects a large volume of data over time, they should implement an archiving process that moves data off-platform after three years to avoid hitting the Org data storage limit and maintain optimal performance3. External objects are not a good option for this scenario, because they are stored off-platform in an external system, such as Heroku's Postgres database, and they have limited functionality and performance compared to custom objects

NEW QUESTION # 176
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