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New Application Architect Data-Architect Exam Practice Questions

Total 253 Questions

Last Updated On: 20-Nov-2024

Question # 1

UC is building a salesforce application to track contacts and their respective conferences that they have attended with the following requirements: 1.Contacts will be stored in the standard contact object. 2.Conferences will be stored in a custom conference_ c object. 3.Each contact may attend multiple conferences and each conference may be related to multiple contacts. How should a data architect model the relationship between the contact and conference objects?
A. Implement a Contact Conference junction object with master detail relationship to both contact and conference_c
B. Create a master detail relationship field on the Contact object.
C. Create a master detail relationship field on the Conference object.
D. Create a lookup relationship field on contact object.

Implement a Contact Conference junction object with master detail relationship to both contact and conference_c

Question # 2

UC has a requirement to migrate 100 million order records from a legacy ERP application into the salesforce platform. UC does not have any requirements around reporting on the migrated data. What should a data architect recommend to reduce the performance degradation of the platform?
A. Create a custom object to store the data.
B. Use a standard big object defined by salesforce.
C. Use the standard “Order” object to store the data.
D. Implement a custom big object to store the data.

Implement a custom big object to store the data.

Question # 3

Universal Containers is setting up an external Business Intelligence (BI) system and wants to extract 1,000,000 Contact records. What should be recommended to avoid timeouts during the export process?
A. Use the SOAP API to export data.
B. Utilize the Bulk API to export the data.
C. Use GZIP compression to export the data.
D. Schedule a Batch Apex job to export the data.

Use GZIP compression to export the data.

Question # 4

Northern Trail Outfitters (NTO) has multiple Salesforce orgs based on regions. Users need read-only access to customers across all Salesforce orgs. Which feature in Salesforce can be used to provide access to customer records across all NTO orgs?
A. Salesforce Connect
B. Salesforce 2 Salesforce
C. Federated Search
D. External APIs

Salesforce Connect

Question # 5

Universal Containers (UC) has a very large and complex Salesforce org with hundreds of validation rules and triggers. The triggers are responsible for system updates and data manipulation as records are created or updates by users. A majority of the automation tool within UC’’ org were not designed to run during a data load. UC is importing 100,000 records into Salesforce across several objects over the weekend. What should a data architect do to mitigate any unwanted results during the import?
A. Ensure validation rules, triggers and other automation tools are disabled.
B. Ensure duplication and matching rules and defined.
C. Import the data in smaller batches over a 24-hour period.
D. Bulkily the trigger to handle import leads.

Ensure validation rules, triggers and other automation tools are disabled.

Question # 6

Universal Containers (UC) owns several Salesforce orgs across a variety of business units. UC management has declared that it needs the ability to report on Accounts and Opportunities from each org in one place. Once the data is brought together into a global view, management would like to use advanced Al-driven analytics on the dataset. Which tool should a data architect recommend to accomplish this reporting requirement?
A. Run standard reports and dashboards.
B. Install a third-party AppExchange tool for multi-org reporting.
C. Use Einstein Analytics for multi-org.
D. Write a Python script to aggregate and visualize the data.

Use Einstein Analytics for multi-org.

Question # 7

Universal Containers is establishing a call center that will use Salesforce. UC receives 10 million calls and creates 100 million cases every month. Cases are linked to a custom call object using lookup relationship. UC would like to run reports and dashboard to better understand different case types being created on calls to better serve customers. What solution should a data architect recommend to meet the business requirement?
A. Archive records to a data warehouse and run analytics on the data warehouse.
B. Leverage big objects to archive records and Einstein Analytics to run reports.
C. Leverage custom objects to store aggregate data and run analytics.
D. Leverage out-of-the-box reports and dashboard on case and interactive voice response (IVR) custom object.

Leverage big objects to archive records and Einstein Analytics to run reports.

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The Salesforce Data-Architect certification is a highly respected credential for professionals in the Salesforce ecosystem. It validates the skills and knowledge needed to design and manage complex data solutions on the Salesforce platform. This article provides a detailed overview of the exam, its structure, preparation tips, and resources to help you succeed.

Understanding the Salesforce Data-Architect Role

A Salesforce Data Architect is responsible for developing and implementing data models, ensuring data integrity and security, and optimizing performance. They play a crucial role in helping organizations maximize Salesforces potential by aligning business requirements with technical solutions.

Exam Overview

The Salesforce Data-Architect exam tests a candidates expertise in various areas, including data modelling, database design, data governance, and integration. Here is a breakdown of the exam structure:

· Number of Questions: 60 multiple-choice/multiple-select questions

· Time Allotted: 105 minutes

· Passing Score: Approximately 67%

· Exam Fee: $400 (plus applicable taxes)

Key Topics Covered

The exam covers several key areas, each weighted differently in the final score. Understanding these topics thoroughly is essential for passing the exam.

Data Modeling and Database Design (25%)

· Entity Relationship Modeling

· Salesforce Object Relationships

· Schema Design Principles

Master Data Management (20%)

· Data Governance and Stewardship

· Data Quality and Cleansing

· Data Lifecycle Management

Data Governance (10%)

· Policies and Procedures

· Regulatory Compliance

· Security and Privacy

Data Migration (15%)

· Data Extraction, Transformation, and Loading (ETL)

· Data Mapping Strategies

· Data Validation

Data Integration (25%)

· Integration Patterns and Best Practices

· Salesforce APIs and Tools

· Middleware Solutions

Metadata Management (5%)

· Metadata API

· Change Management

Preparation Tips

Preparing for the Salesforce Data-Architect exam requires a strategic approach. Here are some tips to help you get started:

Review the Exam Guide: RealBraindumps provides an official exam guide that outlines the topics covered and their weightage. This should be your primary reference.
Leverage Trailhead: Salesforces Trailhead platform offers many resources, including trails, modules, and projects specifically designed for aspiring Data-Architects.
Hands-On Practice: Practical experience with Salesforce data management and architecture is invaluable. Set up a developer org to experiment with different data modeling and integration scenarios.
Study Groups and Forums: Joining study groups and participating in forums like the Salesforce Trailblazer Community can provide support and insights from peers and experts.
Practice Exams: Taking practice exams can help you get familiar with the exam format and identify areas where you need further study.

Recommended Resources

Trailhead: Modules like "Data Management," "Data Integration," and "Data-Architecture and Management Designer" are crucial.
Books: "Salesforce Architects Handbook" by Dipanker Jyoti is a comprehensive resource.
Courses: Online courses from platforms like RealBraindumps, LinkedIn Learning, and A Cloud Guru can provide structured learning paths.
Documentation: Salesforces official documentation and developer guides offer in-depth technical details.

Conclusion

The Salesforce Data-Architect certification can significantly enhance your career prospects in the Salesforce ecosystem. With thorough preparation and a clear understanding of the exam structure and content, you can position yourself as a highly-skilled professional capable of designing robust data solutions on the Salesforce platform. Use the resources and tips outlined in this article to confidently embark on your certification journey.

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FAQs of Data-Architect Exam

What is the Salesforce Data-Architect Exam?

The Salesforce Data Architect Exam certifies professionals who assess and design data Architecture solutions on the Salesforce platform. It tests knowledge in data modeling, governance, migration, and managing large data volumes.

What are the prerequisites for the exam?

Candidates typically need 2–3 years of experience working with Salesforce and at least 5 years in data management roles. They should also have a strong understanding of Salesforce's data structures, data quality, and data governance principles.

How can I prepare for the Salesforce Data-Architect exam?

Preparation resources include Salesforce's Trailhead modules, official exam guides, and practice tests. Focus on data modelling, data management, and handling large data volumes.

Where can I take the exam?

The exam can be taken at a testing center or online in a proctored environment. Scheduling is through the Salesforce certification website.

What job roles can I get with a Salesforce Data-Architect certification?

Certified Data-Architects can work in roles such as Data-Architect, Salesforce Consultant, Data Manager, and Enterprise Architect. These roles involve designing and managing data solutions within the Salesforce ecosystem.

What are the career growth opportunities?

The certification offers advanced career paths in Data Architecture, enterprise architecture, and executive data management roles. It demonstrates expertise in managing complex data environments and can lead to leadership positions.

How does the certification benefit my career?

The certification validates your skills in Salesforce Data Architecture, making you a valuable employer asset. It enhances your credibility, increases job opportunities, and can lead to higher salaries and career advancement.

What industries require Salesforce Data-Architect?

Salesforce Data-Architect are needed in finance, healthcare, retail, technology, and manufacturing for strong data management.

What are the key topics covered in the Salesforce Data-Architect Exam?

The exam covers data modeling and database design, data management, governance, large data volumes, and migration. Specific areas include Salesforce objects, relationships, data quality, and data protection.

How does RealBraindumps provide exam questions for the Salesforce Data-Architect Exam?

RealBraindumps offers a comprehensive collection of exam questions specifically tailored for the Salesforce Data-Architect Exam. These questions simulate real exam experience and cover important topics like data architecture, integration, and security, as advised by Salesforce.

What is the significance of data modeling in the exam?

Data modeling is important because it assesses your skills in creating scalable and secure data models with Salesforce objects and fields. It involves understanding the relationships between different entities and optimizing data structures.

How is data governance evaluated in the exam?

Data governance questions test your understanding of protecting sensitive data, ensuring compliance with regulations such as GDPR, and creating data management policies. Understand data classification, protection mechanisms, and governance frameworks.

What are the considerations for handling large data volumes?

Handling large data volumes involves:

· Designing data models that can scale efficiently.

· Optimizing performance.

· Implementing data archiving and purging strategies.

The exam tests your ability to manage data load and query performance under large-scale conditions.

What tools and techniques are essential for data migration?

Data migration questions focus on techniques for importing and exporting data, ensuring data quality, and optimizing performance using tools like Data Loader. Understanding ETL processes and data transformation methods is essential.

What study materials are available on RealBraindumps for the Salesforce Data-Architect Exam?

RealBraindumps provides a variety of study materials including PDFs, Salesforce Data-Architect eBooks, and online resources. These materials cover the entire exam syllabus, providing candidates with access to complete learning resources that match Salesforce’s curriculum recommendations.

How can cheat sheets from RealBraindumps assist in preparing for the Salesforce Data-Architect Exam?

RealBraindumps provides Salesforce Data-Architect cheat sheets that condense essential information, formulas, and key concepts relevant to the Salesforce Data-Architect Exam. These cheat sheets serve as quick reference guides during revision, aiding in the reinforcement of critical knowledge areas.

Are there test practice tools available on RealBraindumps to assess exam readiness?

Yes, RealBraindumps offers a Salesforce Data Architect test practice toolkit that includes mock exams and quizzes. These tools help candidates assess their exam knowledge, find areas for improvement, and adjust study strategies to improve their chances of passing the Salesforce Data-Architect Exam.