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Salesforce Data-Architect Exam is a comprehensive assessment of a professional's knowledge and skills in the field of data architecture. Passing Data-Architect exam is a significant achievement and provides a certification that is highly valued in the industry. Data-Architect Exam Tests a candidate's ability to design and implement complex data solutions using Salesforce technologies and is intended for professionals who have significant experience in data architecture.

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Salesforce is a cloud-based customer relationship management (CRM) software that is widely used by businesses of all sizes. As companies handle huge amounts of data, they need professionals who can manage that data efficiently. The Salesforce Certified Data Architect certification exam is designed to test an individual's ability to design and implement data solutions that meet business requirements.

Salesforce Certified Data Architect Sample Questions (Q17-Q22):

NEW QUESTION # 17
A customer needs a sales model that allows the following:
Opportunities need to be assigned to sales people based on the zip code.
Each sales person can be assigned to multiple zip codes.
Each zip code is assigned to a sales area definition. Sales is aggregated by sales area for reporting.
What should a data architect recommend?

A. Assign opportunities using list views using zip code.
B. Add custom fields in opportunities for zip code and use assignment rules.
C. Allow sales users to manually assign opportunity ownership based on zip code.
D. Configure territory management feature to support opportunity assignment.

Answer: D

NEW QUESTION # 18
Universal Containers (UC) owns a complex Salesforce org with many Apex classes, triggers, and automated processes that will modify records if available. UC has identified that, in its current development state, UC runs change of encountering race condition on the same record.
What should a data architect recommend to guarantee that records are not being updated at the same time?

A. Migrate programmatic logic to processes and flows.
B. Refactor or optimize classes and trigger for maximum CPU performance.
C. Disable classes or triggers that have the potential to obtain the same record.
D. Embed the keywords FOR UPDATE after SOQL statements.

Answer: D

Explanation:
According to the How to avoid row lock or race condition in Apex blog post, one of the ways to prevent race condition in Apex is to use the FOR UPDATE keyword in SOQL statements. The blog post states that "We need to lock the records on which we are working such that other batches or threads will not be having any effect on them. How can we lock a record, then? We need to make use of FOR UPDATE keyword in the SOQL query." Therefore, a data architect should recommend this solution to guarantee that records are not being updated at the same time by different processes.

NEW QUESTION # 19
Universal Containers (UC) has an Application custom object, which has tens of millions of records created in the past 5 years. UC needs the last 5 years of data to exist in Salesforce at all times for reporting and queries. UC is currently encountering performance issues when reporting and running queries on this Object using date ranges as filters. Which two options can be used to improve report performance?

A. Add custom indexes to the Date fields used for filtering the report.
B. Run multiple reports to get different pieces of the data and combine them.
C. Add custom indexes to all fields on Application without a standard index.
D. Ask support to create a skinny table for Application with the necessary reporting fields.

Answer: A,D

NEW QUESTION # 20
Universal Containers (UC) is implementing Salesforce Sales Cloud and Service Cloud. As part of their implementation, they are planning to create a new custom object (Shipments), which will have a lookup relationship to Opportunities. When creating shipment records, Salesforce users need to manually input a customer reference, which is provided by customers, and will be stored in the Customer_Reference__c text custom field. Support agents will likely use this customer reference to search for Shipment records when resolving shipping issues. UC is expecting to have around 5 million shipment records created per year. What is the recommended solution to ensure that support agents using global search and reports can quickly find shipment records?

A. Set Customer-Reference_c as an External ID (non-unique).
B. Set Customer-Reference_c as an External ID (unique).
C. Implement an archiving process for shipment records created after five years.
D. Implement an archiving process for shipment records created after three years.

Answer: B

NEW QUESTION # 21
NTO (Northern Trail Outlets) has a complex Salesforce org which has been developed over past 5 years.
Internal users are complaining abt multiple data issues, including incomplete and duplicate data in the org.
NTO has decided to engage a data architect to analyze and define data quality standards.
Which 3 key factors should a data architect consider while defining data quality standards? Choose 3 answers:

A. Define data duplication standards and rules
B. Finalize an extract transform load (ETL) tool for data migration
C. Measure data completeness and accuracy
D. Define key fields in staging database for data cleansing
E. Measure data timeliness and consistency

Answer: A,C,E

Explanation:
Defining data duplication standards and rules, measuring data timeliness and consistency, and measuring data completeness and accuracy are three key factors that a data architect should consider while defining data quality standards. Defining data duplication standards and rules can help prevent or reduce duplicate records in the org by specifying criteria and actions for identifying and merging duplicates. Measuring data timeliness and consistency can help ensure that the data is up-to-date, reliable, and synchronized across different sources.
Measuring data completeness and accuracy can help ensure that the data is sufficient, relevant, and correct for the intended purposes.

NEW QUESTION # 22
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