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Salesforce Data Architect Exam Questions

Exam Name: Salesforce Certified Data Architect
Exam Code: Data Architect
Related Certification(s):
  • Salesforce Architect Certifications
  • Salesforce Data Architect Certifications
Certification Provider: Salesforce
Actual Exam Duration: 105 Minutes
Number of Data Architect practice questions in our database: 257 (updated: Nov. 15, 2024)
Expected Data Architect Exam Topics, as suggested by Salesforce :
  • Topic 1: Data modeling/Database Design: This topic covers various techniques and considerations for designing a data model for the Customer 360 platform. It also focuses on approaches to designing a scalable data model that obeys the current security and sharing model. The topic also compares and contrasts techniques for capturing and managing business and technical metadata, as well as the reasons for implementing Big Objects vs Standard/Custom objects and approaches to avoid data skew.
  • Topic 2: Master Data Management: This topic covers the various techniques, approaches, and considerations to implement Master Data Management Solutions, and techniques for establishing a "golden record" or "system of truth" for the customer domain. It also discusses approaches and techniques for consolidating data attributes and maintaining customer reference and metadata.
  • Topic 3: Salesforce Data Management: This topic covers the appropriate combination of Salesforce license types, techniques to ensure data is persisted in a consistent manner, and approaches to represent a single view of the customer on the Salesforce platform. It also covers techniques to effectively consolidate and leverage data from multiple Salesforce instances.
  • Topic 4: Data Governance: This topic covers the approach for designing a GDPR compliant data model, including identifying, classifying, and protecting personal and sensitive information. It also delves into as well different approaches and considerations to design and implement an enterprise data governance program.
  • Topic 5: Large Data Volume considerations: It covers the design of a data model that scales considering large data volume and solution performance, a data archiving and purging plan, and the use of virtualised data options.
  • Topic 6: Data Migration: This topic covers suitable techniques and methods to make sure high data quality at load time, different strategies to improve performance when migrating large data volumes into Salesforce, and various techniques and considerations to export data from Salesforce.
Disscuss Salesforce Data Architect Topics, Questions or Ask Anything Related
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Carri

4 days ago
I just passed the Salesforce Certified Data Architect exam, and the Pass4Success practice questions were a great help. One question that caught me off guard was about Large Data Volume considerations. It asked how to handle performance issues with large datasets, and I wasn't entirely confident, but I passed nonetheless.
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Lisha

16 days ago
Excited to share that I'm now a Certified Salesforce Data Architect! Pass4Success's exam prep was a lifesaver.
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Quentin

19 days ago
Happy to share that I passed the Salesforce Certified Data Architect exam. The Pass4Success practice questions were spot on. There was a challenging question about Salesforce Data Management, asking how to optimize data storage in Salesforce. I wasn't sure of the exact method, but I made it through.
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Pearly

1 months ago
I passed the Salesforce Certified Data Architect exam, thanks to the practice questions from Pass4Success. One question that puzzled me was related to Data Modeling/Database Design. It asked about the best practices for normalizing a database schema, and I had to guess, but I still succeeded.
upvoted 0 times
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Mari

1 months ago
Whew! That Data Architect exam was tough, but I made it through. Pass4Success really helped me prepare quickly.
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Bettina

2 months ago
Just cleared the Salesforce Certified Data Architect exam! The Pass4Success practice questions were a lifesaver. There was a tricky question on Data Governance, specifically about the roles and responsibilities in a data governance framework. I wasn't confident in my answer, but it didn't stop me from passing.
upvoted 0 times
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Elenora

2 months ago
Finally, remember that Pass4Success really helped me prepare efficiently. Their practice questions were spot-on and saved me a lot of study time!
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Alease

2 months ago
I recently passed the Salesforce Certified Data Architect exam, and I must say, the Pass4Success practice questions were incredibly helpful. One question that stumped me was about the key components of Master Data Management (MDM). It asked how to ensure data consistency across multiple systems, and I wasn't entirely sure of the best approach, but I still managed to pass.
upvoted 0 times
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Brittni

2 months ago
Just passed the Salesforce Certified Data Architect exam! Thanks to Pass4Success for the spot-on practice questions.
upvoted 0 times
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Katheryn

3 months ago
Passing the Salesforce Certified Data Architect exam was a great accomplishment for me, and I couldn't have done it without the help of Pass4Success practice questions. One question that I found challenging was related to data modeling and designing a scalable data model that obeys the current security and sharing model. It really tested my understanding of the topic, but I was able to answer it correctly and pass the exam.
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Mabel

4 months ago
Thanks to Pass4Success, I cleared the Data Architect cert with flying colors. Their practice tests were invaluable!
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Luz

4 months ago
My experience taking the Salesforce Certified Data Architect exam was intense, but I was able to pass thanks to the practice questions provided by Pass4Success. One question that I remember from the exam was about Master Data Management and establishing a 'golden record' for the customer domain. It was a tricky question, but I was able to make an educated guess and still pass the exam.
upvoted 0 times
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Carey

4 months ago
Pass4Success's exam materials were a lifesaver. Aced the Data Architect cert in record time. Couldn't be happier!
upvoted 0 times
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Argelia

4 months ago
Finally, the exam covered data quality and validation rules. Be prepared to design solutions for maintaining data integrity across the org. Pass4Success's practice exams were spot-on and helped me pass on my first attempt. Highly recommended!
upvoted 0 times
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Chauncey

5 months ago
Passed the Salesforce Data Architect exam on my first try! Pass4Success's prep materials were crucial for my quick success.
upvoted 0 times
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Josephine

5 months ago
I recently passed the Salesforce Certified Data Architect exam with the help of Pass4Success practice questions. The exam was challenging, but the practice questions really helped me prepare. One question that stood out to me was related to data modeling and database design, specifically about the reasons for implementing Big Objects vs Standard/Custom objects. I wasn't completely sure of the answer, but I managed to pass the exam.
upvoted 0 times
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Wilda

5 months ago
Data Architect certification achieved! Pass4Success's questions were incredibly similar to the actual exam. Highly recommend!
upvoted 0 times
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Ricarda

5 months ago
Just passed the Salesforce Certified Data Architect exam! Thanks Pass4Success for the spot-on practice questions. Saved me weeks of prep time!
upvoted 0 times
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Hildegarde

5 months ago
The exam also tested knowledge of data governance and compliance. Be ready for questions about data retention policies, audit trails, and regulatory requirements. Thanks to Pass4Success for their comprehensive exam materials, I felt well-prepared for these topics.
upvoted 0 times
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Abel

7 months ago
The exam also covered data integration strategies. Be prepared for scenarios involving external data sources and API integrations. Understand ETL processes and tools like Data Loader. Pass4Success provided relevant practice questions that really helped me prepare quickly.
upvoted 0 times
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adam zampa

8 months ago
I believe the correct answer to question number 2 of the data-architect exam is Option A: Bulk API. According to my understanding, Bulk API is designed specifically to handle large data volumes efficiently. However, I would appreciate confirmation if Option A is indeed the correct choice for exporting such a large dataset.
upvoted 1 times
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Free Salesforce Data Architect Exam Actual Questions

Note: Premium Questions for Data Architect were last updated On Nov. 15, 2024 (see below)

Question #1

Universal Containers has been a customer of Salesforce for 10 years. Currently they have 2 million accounts in the system. Due to an erroneous integration built 3 years ago, it is estimated there are 500,000 duplicates in the system.

Which solution should a data architect recommend to remediate the duplication issue?

Reveal Solution Hide Solution
Correct Answer: D

Implementing duplicate rules (option D) is the best solution to remediate the duplication issue, as it allows the data architect to identify and merge duplicate accounts in Salesforce using native features and tools. Developing an ETL process that utilizes the merge API to merge the duplicate records (option A) is not a good solution, as it may require more coding and testing effort, and it does not prevent duplicates from being created in Salesforce. Utilizing a data warehouse as the system of truth (option B) is also not a good solution, as it may introduce additional complexity and cost, and it does not address the duplication issue in Salesforce. Extracting the data using data loader and using excel to merge the duplicate records (option C) is also not a good solution, as it may be time-consuming and error-prone, and it does not prevent duplicates from being created in Salesforce.


Question #2

Which API should a data architect use if exporting 1million records from Salesforce?

Reveal Solution Hide Solution
Correct Answer: A

Using Bulk API to export 1 million records from Salesforce is the best option. Bulk API is a RESTful API that allows you to perform asynchronous operations on large sets of data. You can use Bulk API to create, update, delete, or query millions of records in batches. Bulk API is optimized for performance and scalability, and it can handle complex data loading scenarios.


Question #3

Northern Trail Outfitters would like to report on the type of customers. A custom field for customer type was created in Account object. Users need to be limited to the following defined choices when entering information in this field:

1. High Value

2. Medium Value

3. Low Value

Which strategy should a data architect recommend to configure customer type?

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Correct Answer: B

single-select restricted picklist with defined choices can be a way to configure customer type. The article states that picklists are fields that allow users to select one or more predefined values from a list, and restricted picklists ensure that users can only select from the defined values. This can help to limit the choices for customer type and ensure data quality.


Question #4

Northern Trail Outfitters Is planning to build a consent form to record customer authorization for marketing purposes.

What should a data architect recommend to fulfill this requirement?

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Correct Answer: C

The Authorization Form Consent object is a standard object that allows you to capture customer consent for marketing purposes. It has fields such as Consent Captured Date, Consent Captured Source, Consent Description, and Consent Status. You can use this object to create consent forms and track customer responses. This is the best option to fulfill the requirement, as it does not require any custom development or external solution.


Question #5

A consumer products company has decided to use Salesforce for its contact center. The contact center agents need access to the following information in Service Console when a customer contacts them:

1. Customer browsing activity on its website stored on its on premise system

2. Customer interactions with sales associates at its retail stores maintained in Salesforce

3. Contact center interactions maintained in Salesforce

4. Email campaign activity to customer from its marketing systems.

What should a data architect do to fulfill these requirements with minimum development effort in Salesforce?

Reveal Solution Hide Solution
Correct Answer: D

Building a customer view in Service Console with components that show website data and marketing data as mashup is the best option to fulfill the requirement with minimum development effort in Salesforce. A mashup is a technique that combines data from different sources into a single user interface. You can use Visualforce pages or Lightning components to create mashups that display data from external systems such as your website and marketing system. This way, you can provide your contact center agents with a comprehensive view of the customer information they need.


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