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Salesforce Data-Architect Exam Syllabus Topics:

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

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Salesforce Certified Data Architect Sample Questions (Q104-Q109):

NEW QUESTION # 104
As part of addressing general data protection regulation (GDPR) requirements, UC plans to implement a data classification policy for all its internal systems that stores customer information including salesforce.
What should a data architect recommend so that UC can easily classify consumer information maintained in salesforce under both standard and custom objects?

A. Use App Exchange products to classify fields based on policy.
B. Build reports for customer information and validate.
C. Create a custom picklist field to capture classification of information on customer.
D. Use data classification metadata fields available in field definition.

Answer: D

NEW QUESTION # 105
NTO has been using salesforce for sales and service for 10 years. For the past 2 years, the marketing group has noticed a raise from 0 to 35 % in returned mail when sending mail using the contact information stored in salesforce.
Which solution should the data architect use to reduce the amount of returned mails?

A. Have the sales team to call all existing customers and ask to verify the contact details.
B. Use a 3rd-party data source to update contact information in salesforce.
C. Delete contacts when the mail is returned to save postal cost to NTO.
D. Email all customer and asked them to verify their information and to call NTO if their address is incorrect.

Answer: B

Explanation:
Using a third-party data source to update contact information in Salesforce is the best solution to reduce the amount of returned mails. This way, the data architect can ensure that the contact information is accurate and up-to-date without relying on manual verification or deletion of contacts

NEW QUESTION # 106
A casino is implementing Salesforce and is planning to build a customer 360 degree view for a customer who visits its resorts. The casino currently maintains the following systems that record customer activity: L Point-of-sale system: All purchases for a customer
2. Salesforce; All customer service activity and sales activities for a customer
3. Mobile app: All bookings, preferences, and browser activity for a customer
4. Marketing: All email, SMS, and social campaigns for a customer
Customer service agents using Salesforee would like to view the activities from all four systems to provide support to customers. The information has to be current and real time.
What strategy should the data architect implement to satisfy this requirement?

A. Explore external data sources in Salesforce to build a 360 degree view of the customer.
B. Periodically upload summary information in Salesforce to build a 360 degree view.
C. Migrate customer activities fro, all four system into Salesforce.
D. Use a customer data mart to create the 360 degree view of the customer.

Answer: A

NEW QUESTION # 107
Universal Containers has a requirement to store more than 100 million records in salesforce and needs to create a custom big object to support this business requirement.
Which two tools should a data architect use to build custom object?

A. Use DX to create big object.
B. Use Metadata API to create big object.
C. Go to Object manager In setup and select new to create big object.
D. Go to Big Object In setup select new to create big object.

Answer: B,D

NEW QUESTION # 108
US has released a new disaster recovery (DR)policy that states that cloud solutions need a business continuity plan in place separate from the cloud providers built in data recovery solution.
Which solution should a data architect use to comply with the DR policy?

A. Leverage a 3rd party tool that extract salesforce data/metadata and stores the information in an external protected system.
B. Leverage salesforce weekly exports, and store data in Flat files on a protected system.
C. Write a custom batch job to extract data changes nightly, and store in an external protected system.
D. Utilize an ETL tool to migrate data to an on-premise archive solution.

Answer: A

NEW QUESTION # 109
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