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Salesforce Data-Architect Exam Overview:

Certification Vendor:	Salesforce
Exam Name:	Salesforce Certified Data Architect
Exam Number:	Data-Architect
Passing Score:	~68%
Real Exam Qty:	60
Exam Format:	Multiple-choice, Multiple-select
Available Languages:	English
Related Certifications:	Salesforce Certified Application Architect Salesforce Certified System Architect
Exam Price:	USD 400
Exam Duration:	120 minutes
Sample Questions:	Salesforce Data-Architect Sample Questions
Exam Way:	Online proctored or onsite at a testing center
Pre Condition:	None
Official Syllabus URL:	https://www.salesforce.com/certifications/architect/data-architect/

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Um für die Salesforce Data-Architect Prüfung zugelassen zu werden, muss eine Person ein solides Verständnis der Salesforce-Plattform und ihrer datenbezogenen Funktionen haben. Sie sollten auch Erfahrung in der Gestaltung und Implementierung komplexer Datenaufgaben auf der Plattform haben. Die Prüfung richtet sich an Personen, die ihre Karriere im Bereich der Datenarchitektur vorantreiben möchten, einschließlich Datenarchitekten, Dateningenieure, technische Architekten und Salesforce-Entwickler.

Salesforce Certified Data Architect Data-Architect Prüfungsfragen mit Lösungen (Q135-Q140):

135. Frage
A custom pricing engine for a Salesforce customer has to be decided by factors with the following hierarchy:
State in which the customer is located
City in which the customer is located if available
Zip code in which the customer is located if available
Changes to this information should have minimum code changes
What should a data architect recommend to maintain this information for the custom pricing engine that is to be built in Salesforce?

A. Configure the pricing criteria in price books.
B. Maintain require pricing criteria in custom metadata types.
C. Create a custom object to maintain the pricing criteria.
D. Assign the pricing criteria within customer pricing engine.

Antwort: B

Begründung:
According to the Get Started with Custom Metadata Types unit on Trailhead, one of the use cases for custom metadata types is to define custom charges for an accounting app. The unit states that "Say that your org uses a standard accounting app. You can create a custom metadata type that defines custom charges, like duties and VAT rates. Then you can write some Apex code that calculates the total amount due for each invoice by using the metadata from your custom metadata type." Therefore, a similar approach can be used to maintain the pricing criteria for a custom pricing engine in Salesforce.

136. Frage
Universal Containers (UC) is concerned about the accuracy of their Customer information in Salesforce. They have recently created an enterprise-wide trusted source MDM for Customer data which they have certified to be accurate. UC has over 20 million unique customer records in the trusted source and Salesforce. What should an Architect recommend to ensure the data in Salesforce is identical to the MDM?

A. Load the Trusted Source data into Salesforce and run an Apex Batch job to find difference.
B. Leave the data in Salesforce alone and assume that it will auto-correct itself over time.
C. Extract the Salesforce data into Excel and manually compare this against the trusted source.
D. Use an AppExchange package for Data Quality to match Salesforce data against the Trusted source.

Antwort: D

Begründung:
Using an AppExchange package for Data Quality is a good way to match Salesforce data against a trusted source, such as an MDM system. You can use tools like Cloudingo, DupeCatcher, or DemandTools to identify and merge duplicate records, standardize data formats, and enrich data with external sources

137. Frage
Universal Containers has a public website with several forms that create Lead records in Salesforce using the REST API. When designing these forms, which two techniques will help maintain a high level of data quality?

A. Use cookies to track when visitors submit multiple forms.
B. Ensure the website visitor is browsing using an HTTPS connection.
C. Prefer picklist form fields over free text fields, where possible.
D. Do client-side validation of phone number and email field formats.

Antwort: C,D

138. Frage
A company has 12 million records, and a nightly integration queries these records.
Which two areas should a Data Architect investigate during troubleshooting if queries are timing out? (Choose two.)

A. Create custom indexes on the fields used in the filter criteria.
B. Modify the integration users' profile to have View All Data.
C. Make sure the query doesn't contain NULL in any filter criteria.
D. Create a formula field instead of having multiple filter criteria.

Antwort: A,C

Begründung:
Making sure the query does not contain NULL in any filter criteria can avoid full table scans and leverage indexes more efficiently. Queries with NULL filters are not selective and can cause performance issues.
Creating custom indexes on the fields used in the filter criteria can also enhance the query performance by reducing the number of records to scan.

139. Frage
Universal Containers (UC) has a data model as shown in the image. The Project object has a private sharing model, and it has Roll -Up summary fields to calculate the number of resources assigned to the project, total hours for the project, and the number of work items associated to the project. What should the architect consider, knowing there will be a large amount of time entry records to be loaded regularly from an external system into Salesforce.com?

A. Load all data using external IDs to link to parent records.
B. Use triggers to calculate summary values instead of Roll -Up.
C. Load all data after deferring sharing calculations.
D. Use workflow to calculate summary values instead of Roll -Up.

Antwort: C

Begründung:
Loading all data after deferring sharing calculations can improve the performance and avoid locking issues when loading a large amount of time entry records into Salesforce.com. This is because deferring sharing calculations can temporarily suspend the calculation of sharing rules until all the data is loaded, and then recalculate them in one operation

140. Frage
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