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Salesforce Data-Architect Exam Syllabus Topics:

Topic	Details
Topic 1	Data modeling Database Design: This topic covers various techniques and considerations for designing a data model for the Customer 360 platform. It also focuses on approaches to designing a scalable data model that obeys the current security and sharing model. The topic also compares and contrasts techniques for capturing and managing business and technical metadata, as well as the reasons for implementing Big Objects vs Standard Custom objects and approaches to avoid data skew.
Topic 2	Data Migration: This topic covers suitable techniques and methods to make sure high data quality at load time, different strategies to improve performance when migrating large data volumes into Salesforce, and various techniques and considerations to export data from Salesforce.
Topic 3	Salesforce Data Management: This topic covers the appropriate combination of Salesforce license types, techniques to ensure data is persisted in a consistent manner, and approaches to represent a single view of the customer on the Salesforce platform. It also covers techniques to effectively consolidate and leverage data from multiple Salesforce instances.
Topic 4	Data Governance: This topic covers the approach for designing a GDPR-compliant data model, including identifying, classifying, and protecting personal and sensitive information. It also delves into different approaches and considerations for designing and implementing an enterprise data governance program.
Topic 5	Large Data Volume Considerations: This covers the design of a data model that scales considering large data volume and solution performance, a data archiving and purging plan, and the use of virtualized data options.

Reference: https://trailheadacademy.salesforce.com/certificate/exam-data-architect---Plat-Arch-201

Salesforce Certified Data Architect Sample Questions:

Question #1

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

Reveal Solution Discussion 0

Correct Answer: B 🗳️

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Question #2

A large retail company has recently chosen SF as its CRM solution. They have the following record counts:
* 2500000 accounts
* 25000000 contacts
When doing an initial performance test, the data architect noticed an extremely slow response for reports and list views.
What should a data architect do to solve the performance issue?

A. Add custom indexes on frequently searched account and contact objects fields
B. Limit data loading to the 2000 most recently created records.
C. Create a skinny table to represent account and contact objects.
D. Load only the data that the users is permitted to access

Reveal Solution Discussion 0

Correct Answer: A 🗳️

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Question #3

Universal Containers has two systems. Salesforce and an on -premise ERP system. An architect has been tasked with copying Opportunity records to the ERP once they reach a Closed/Won Stage. The Opportunity record in the ERP system will be read-only for all fields copied in from Salesforce. What is the optimal real- time approach that achieves this solution?

A. Implement an hourly integration to send Salesforce Opportunities to the ERP system.
B. Have the ERP poll Salesforce nightly and bring in the desired Opportunities.
C. Implement a Master Data Management system to determine system of record.
D. Implement a workflow rule that sends Opportunity data through Outbound Messaging.

Reveal Solution Discussion 0

Correct Answer: D 🗳️

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Question #4

Universal Containers has provided a web order form for its customer and has noticed invalid data coming in on orders.
What should be used to mitigate this problem?

A. Formatted Fields
B. Validation Rules
C. Work Flow Rules
D. Apex Trigger

Reveal Solution Discussion 0

Correct Answer: B 🗳️

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Question #5

Universal Containers has a rollup summary field on account to calculate the number of contacts associated with an account. During the account load, Salesforce is throwing an " UNABLE _TO_LOCK_ROW " error.
Which solution should a data architect recommend to resolve the error?