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Salesforce Data-Architect Exam Syllabus Topics:

Section	Weight	Objectives
Master Data Management	20%	- Data cleansing techniques - Identity resolution - Data duplication and matching rules
Data Architecture	20%	- Governor limits and bulk processing - Performance tuning and optimization - Architecture patterns and design principles - Archiving and data lifecycle management
Data Governance	20%	- Compliance and regulatory considerations - Data quality standards and metrics - Data stewardship roles and responsibilities - Data retention and archiving policies
Data Integration	15%	- Sharing rules impact on data integration - API-based integration (REST, SOAP, Bulk API) - ETL tools and data migration strategies - Handling locks and parallelism during migration - Real-time vs batch integration patterns
Data Modeling	25%	- Skinny tables for performance optimization - Large Data Volumes (LDV) design considerations - Big Objects and external objects - Indexing strategies - Normalization and denormalization strategies

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Salesforce Certified Data Architect Sample Questions (Q103-Q108):

NEW QUESTION # 103
Universal Containers (UC) has 50 million customers and stores customer order history on an ERP system. UC also uses Salesforce to manage opportunities and customer support.
In order to provide seamless customer support, UC would like to see the customer's order history when viewing the customer record during a sales or support call.
What should a data architect do in order to provide this functionality, while preserving the user experience?

A. Import the order history into a custom Salesforce object, update nightly
B. Use Salesforce Connect and an external object to display the order history in Salesforce
C. Use an Apex callout to populate a text area field for displaying the order history.
D. Embed the ERP system in an iframe and display on a custom tab.

Answer: B

NEW QUESTION # 104
Cloud Kicks needs to purge detailed transactional records from Salesforce. The data should be aggregated at a summary level and available in Salesforce.
What are two automated approaches to fulfill this goal? (Choose two.)

A. Apex Triggers
B. Schedulable Batch Apex
C. Third-party Business Intelligence system
D. Third-party Integration Tool (ETL)

Answer: B,D

NEW QUESTION # 105
Which three characteristics of a Skinny table help improve report and query performance?

A. Skinny tables can contain frequently used fields and thereby help avoid joins.
B. Skinny tables can be used to create custom indexes on multi-select picklist fields.
C. Skinny tables provide a view across multiple objects for easy access to combined data.
D. Skinny tables are kept in sync with changes to data in the source tables.
E. Skinny tables do not include records that are available in the recycle bin.

Answer: A,C,D

NEW QUESTION # 106
Universal Containers (UC) wants to ensure their data on 100,000 Accounts pertaining mostly to US-based companies is enriched and cleansed on an ongoing basis. UC is looking for a solution that allows easy monitoring of key data quality metrics. What should be the recommended solution to meet this requirement?

A. Implement Batch Apex that calls out a third-party data quality API in order to monitor Account data quality.
B. Use declarative approach by installing and configuring Data.com Prospector to monitor Account data quality.
C. Implement an Apex Trigger on Account that queries a third-party data quality API to monitor Account data quality.
D. Use a declarative approach by installing and configuring Data.com Clean to monitor Account data quality.

Answer: D

NEW QUESTION # 107
An architect has been asked by a client to develop a solution that will integrate data and resolve duplicates and discrepancies between Salesforce and one or more external systems. What two factors should the architect take into consideration when deciding whether or not to use a Master Data Management system to achieve this solution?
Choose 2 answers

A. Whether or not Salesforce replaced a legacy CRM.
B. Whether the system of record changes for different tables.
C. Whether the systems are cloud -based or on -premise.
D. The number of systems that are integrating with each other.

Answer: B,D

NEW QUESTION # 108
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