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Data-Architect Pass Guide & Valid Data-Architect Study Materials

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Salesforce Data-Architect certification exam consists of 60 multiple-choice questions, which are accompanied by a case study. You will be asked to apply your knowledge of Salesforce data architecture concepts and implement best practices in the scenario presented in the case study. Data-Architect exam is intended for professionals with advanced knowledge of data architecture concepts and experience designing complex Salesforce data models.

Salesforce Data-Architect certification exam is a two-part exam that evaluates a professional's knowledge and skills in designing and building complex data architectures in Salesforce. The first part of the exam focuses on data modeling, data architecture, and data integration. The second part of the exam evaluates a professional's expertise in data governance, data quality, and data security. Salesforce Certified Data Architect certification exam is intended for professionals who have experience in data architecture, data modeling, data integration, and data management with the Salesforce platform.

Salesforce Data-Architect Certification Exam covers a wide range of topics, including data modeling, data integration, data migration, data governance, and data security. Data-Architect exam consists of multiple-choice questions that test the candidate's ability to design and implement data solutions that meet business requirements. Data-Architect exam is available in English, Japanese, and Spanish and can be taken at any Salesforce testing center or online.

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Salesforce Certified Data Architect Sample Questions (Q63-Q68):

NEW QUESTION # 63
Universal Containers (UC) has deployed Salesforce to manage Marketing. Sales, and Support efforts in a multi
-system ERP environment After reaching the limits of native reports & dashboards. UC leadership is looking to understand what options can be used to provide more analytical insights. What two approaches should an architect recommend? Choose 2 answers

A. Setup Audit Trails
B. Weekly Snapshots
C. AppExchange Apps
D. Wave Analytics

Answer: C,D

Explanation:
According to the exam guide, one of the objectives is to "describe the use cases and considerations for using AppExchange apps and Wave Analytics"1. This implies that options A and B are both valid approaches to provide more analytical insights. Option C is not correct because weekly snapshots are used to track changes over time, not to provide advanced analytics3. Option D is not correct because setup audit trails are used to monitor changes in the setup menu, not to provide analytical insights.

NEW QUESTION # 64
NTO has decided to franchise its brand. Upon implementation, 1000 franchisees will be able to access BTO's product information and track large customer sales and opportunities through a portal. The Franchisees will also be able to run monthly and quarterly sales reports and projections as well as view the reports in dashboards.
Which licenses does NTO need to provide these features to the Franchisees?

A. Customer Community license
B. Partner Community license
C. Lightning Platform license
D. Salesforce Sales Cloud license

Answer: B

NEW QUESTION # 65
NTO has outgrown its current salesforce org and will be migrating to new org shortly. As part of this process NTO will be migrating all of its metadata and dat a. NTO's data model in the source org has a complex relationship hierarchy with several master detail and lookup relationships across objects, which should be maintained in target org.
What 3 things should a data architect do to maintain the relationship hierarchy during migration?
Choose 3 answers:

A. Redefine the master detail relationship fields to lookup relationship fields in the target org.
B. Create a external id field for each object in the target org and map source record ID's to this field.
C. Keep the relationship fields populated with the source record ID's in the import file.
D. Use data loader to export the data from source org and then import or Upsert into the target org in sequential order.
E. Replace source record ID's with new record ID's from the target org in the import file.

Answer: B,D,E

Explanation:
The correct answer is A, B, and D. To maintain the relationship hierarchy during migration, a data architect should use data loader to export the data from source org and then import or upsert into the target org in sequential order, create an external ID field for each object in the target org and map source record IDs to this field, and replace source record IDs with new record IDs from the target org in the import file. These steps will ensure that the records are linked correctly and the relationships are preserved. Option C is incorrect because redefining the master detail relationship fields to lookup relationship fields in the target org will change the behavior and security of the data model. Option E is incorrect because keeping the relationship fields populated with the source record IDs in the import file will cause errors and prevent the records from being imported.

NEW QUESTION # 66
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. Defer sharing calculations until the data has finished uploading.
D. Create the users, upload all data, and then deploy the sharing rules.

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 # 67
Universal Containers has 30 million case records. The Case object has 80 fields. Agents are reporting reports in the Salesforce org.
Which solution should a data architect recommend to improve reporting performance?

A. Create a custom object to store aggregate data and run reports.
B. Move data off of the platform and run reporting outside Salesforce, and give access to reports.
C. Build reports using custom Lightning components.
D. Contact Salesforce support to enable skinny table for cases.

Answer: B

Explanation:
According to the Salesforce documentation1, reporting performance can be affected by various factors, such as the volume and complexity of data, the design and configuration of reports and dashboards, the number and type of users accessing the reports, etc. To improve reporting performance, some of the recommended solutions are:
Move data off of the platform and run reporting outside Salesforce, and give access to reports (option C). This means using an external service or tool that can extract, transform, and load (ETL) data from Salesforce to another system or database, such as a data warehouse or a business intelligence platform. This can improve reporting performance by reducing the load and latency on Salesforce, and enabling faster and more flexible reporting and analysis on the external system. Users can access the reports from the external system using a link or an embedded component in Salesforce.
Contact Salesforce support to enable skinny table for cases (option B). This means requesting Salesforce to create a custom table that contains a subset of fields from the Case object that are frequently used or queried. A skinny table can improve reporting performance by avoiding joins between standard and custom fields, omitting soft-deleted records, and leveraging indexes on the fields2.
Create a custom object to store aggregate data and run reports (option A). This means creating a custom object that contains summary or calculated data from the Case object, such as counts, sums, averages, etc. A custom object can improve reporting performance by reducing the number of records and fields that need to be queried and displayed.
Build reports using custom Lightning components (option D). This means creating custom components that use Lightning Web Components or Aura Components frameworks to display report data in Salesforce. A custom component can improve reporting performance by using client-side caching, pagination, lazy loading, or other techniques to optimize data rendering and interaction.

NEW QUESTION # 68
......

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