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Salesforce Data-Architect Certification Exam is designed to test the skills and knowledge of professionals who work with Salesforce data. Data-Architect exam focuses on assessing the candidate's ability to design, implement and manage complex data architectures and solutions. The Salesforce Certified Data-Architect is a highly respected designation that is recognized globally and is highly sought after by companies looking to hire Salesforce professionals.
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Salesforce Data-Architect (Salesforce Certified Data Architect) exam is designed for professionals who specialize in data architecture and management within the Salesforce ecosystem. Salesforce Certified Data Architect certification validates the knowledge and skills required for designing and implementing scalable, efficient, and secure data solutions using the Salesforce platform. Data-Architect Exam covers a wide range of topics, including data modeling, data integration, data migration, data governance, and data security.
Salesforce Certified Data Architect Sample Questions (Q10-Q15):
NEW QUESTION # 10
UC has the following system:
Billing system.
Customer support system.
CRM system.
US has been having trouble with business intelligence across the different systems. Recently US implemented a master data management (MDM) solution that will be the system of truth for the customer records.
Which MDM data element is needed to allow reporting across these systems?
- A. Full name.
- B. Email address.
- C. Global unique customer number.
- D. Phone number.
Answer: C
NEW QUESTION # 11
NTO need to extract 50 million records from a custom object everyday from its Salesforce org. NTO is facing query timeout issues while extracting these records.
What should a data architect recommend in order to get around the time out issue?
- A. Ask SF support to increase the query timeout value.
- B. Use ETL tool for extraction of records.
- C. The REST API to extract data as it automatically chunks records by 200.
- D. Use a custom auto number and formula field and use that to chunk records while extracting data.
Answer: B
Explanation:
The best solution to extract 50 million records from a custom object everyday from Salesforce org without facing query timeout issues is to use an ETL tool for extraction of records. ETL stands for extract, transform, and load, and it refers to a process of moving data from one system to another. An ETL tool is a software application that can connect to various data sources, perform data transformations, and load data into a target destination. ETL tools can handle large volumes of data efficiently and reliably, and they often provide features such as scheduling, monitoring, error handling, and logging 5 . Using a custom auto number and formula field and use that to chunk records while extracting data is a possible workaround, but it requires creating additional fields and writing complex queries. The REST API can extract data as it automatically chunks records by 200, but it has some limitations, such as a maximum of 50 million records per query job 6
. Asking SF support to increase the query timeout value is not feasible because query timeout values are not configurable
NEW QUESTION # 12
What should a data architect do to provide additional guidance for users when they enter information in a standard field?
- A. Provide custom help text under field properties.
- B. Create a custom page with help text for user guidance.
- C. Add a label field with help text adjacent to the custom field.
- D. Add custom help text in default value for the field.
Answer: A
NEW QUESTION # 13
In their legacy system. Universal Containers has a monthly accounts receivable report that compiles data from Accounts, Contacts, Opportunities, Orders. and Order Line Items. What difficulty will an architect run into when implementing this in Salesforce?
- A. Salesforce allows up to four objects in a single report type.
- B. Salesforce does not support Orders or Order Line Items.
- C. A report cannot contain data from Accounts and Contacts.
- D. Custom report types cannot contain Opportunity data.
Answer: A
NEW QUESTION # 14
Get Cloudy Consulting is migrating their legacy system's users and data to Salesforce. They will be creating
15,000 users, 1.5 million Account records, and 15 million Invoice records. The visibility of these records is controlled by a 50 owner and criteria-based sharing rules.
Get Cloudy Consulting needs to minimize data loading time during this migration to a new organization.
Which two approaches will accomplish this goal? (Choose two.)
- A. Contact Salesforce to activate indexing before uploading the data.
- B. First, load all account records, and then load all user records.
- C. Create the users, upload all data, and then deploy the sharing rules.
- D. Defer sharing calculations until the data has finished uploading.
Answer: C,D
Explanation:
Creating the users, uploading all data, and then deploying the sharing rules will reduce the number of sharing recalculations that occur during the data load. Deferring sharing calculations until the data has finished uploading will also improve the performance by postponing the sharing rule evaluation. These are the recommended best practices for loading large data sets into Salesforce
NEW QUESTION # 15
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