Free Certified Data Architect Exam Questions and Answers
Certified Data Architect is part of Salesforce certification from Salesforce, through Trailhead Academy. Salesforce credentials are organised into role families — administrator, developer, consultant, architect, designer and marketer — with current exam codes in the Trailhead Academy form Plat-Admn-201, where the trailing number marks the band: 101 foundations, 201 core, 301 advanced, 401 architect.
The first 10 questions on this page are free to read, answers included — no account and no card. A plan opens the rest of the bank, the full timed practice test and your weak-topic reporting.
Last updated: September 14, 2026
- Provider
- Salesforce
- Questions in our bank
- 1000+
- Free to read
- First 10, with answers
- Official page
- Official Exam website
- Our test mode duration & pass mark
- 130 mins · 70%
- Verified answers
- Reviewed weekly
Recommended: Switch to Test Mode to start a practice test that simulates the real exam experience.
Question #1
A company needs a solution to capture customer feedback from multiple channels. What data architecture approach should they consider?
Please select an optionIncorrectCorrect answer: A
A Unified Data Model ensures feedback is captured from all channels in a consistent format, facilitating analysis and integration.
Was this answer correct?Question #2
While designing a data model for a new CRM, what should be the primary consideration for handling sensitive information?
Please select an optionIncorrectCorrect answer: A
Data Security is paramount to protect sensitive information, and must be considered at every level of the data model design.
Was this answer correct?Question #3
A customer service team needs to track multiple interactions with clients. What is the best way to structure their data?
Please select an optionIncorrectCorrect answer: C
A Historical Interactions Model allows teams to track all interactions over time, providing insights into customer behavior and preferences.
Was this answer correct?Question #4
In designing a data architecture for global operations, which aspect is most crucial to consider?
Please select an optionIncorrectCorrect answer: C
Local Compliance is essential when dealing with global operations to adhere to various regional laws and regulations regarding data protection and privacy.
Was this answer correct?Question #5
How should a Data Architect handle legacy data during a migration?
Please select an optionIncorrectCorrect answer: A
Archiving Legacy Data allows it to be preserved while ensuring that the new system meets current business needs without cluttering the operational database.
Was this answer correct?Question #6
When integrating Salesforce with external systems, what type of data integration approach should be utilized?
Please select an optionIncorrectCorrect answer: D
Batch Integration is typically used for large volumes of data transfer in periodic intervals, suitable for data consolidation from external systems.
Was this answer correct?Question #7
A company wants to reduce API call limits in their Salesforce org. What method can a Data Architect use to achieve this?
Please select an optionIncorrectCorrect answer: C
Consolidating API Requests can help minimize the number of calls made, thereby staying within limits and ensuring efficiency in data retrieval and updates.
Was this answer correct?Question #8
A Data Architect is evaluating different database solutions. What is the primary advantage of using a NoSQL database?
Please select an optionIncorrectCorrect answer: A
NoSQL databases are known for their high scalability, making them ideal for handling large volumes of unstructured or semi-structured data efficiently.
Was this answer correct?Question #9
In a multi-tenant environment, how should data segregation be handled?
Please select an optionIncorrectCorrect answer: A
Logical Data Separation allows different tenants to manage and access data independently while still sharing the same database infrastructure.
Was this answer correct?Question #10
When designing an ETL process, what is an important consideration while extracting data from various sources?
Please select an optionIncorrectCorrect answer: B
Performing Data Quality Checks ensures that the extracted data is accurate and reliable before it is transformed and loaded into the target system.
Was this answer correct?
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FAQ
Learn More: https://trailhead.salesforce.com/en/credentials/administratoroverview/
- Q1: What is the Certified Data Architect exam?
- A: Certified Data Architect is a Salesforce certification exam. Judging by the questions in our bank, it concentrates on architect, salesforce, structure and tracking.
- Q2: What topics does the Certified Data Architect exam cover?
- A: Questions in our Certified Data Architect bank cluster around architect, salesforce, structure and tracking. Working through the full set is the quickest way to find which of these you are weakest on.
- Q3: How should I prepare for Certified Data Architect?
- A: Work through the Certified Data Architect practice questions here, checking your answer on each one, then sit the practice test to rehearse the exam under timed conditions before the real thing.
- Q4: Are these real Certified Data Architect exam questions?
- A: They are drawn from officially released past questions and from community members who have sat Certified Data Architect. Answers are verified and updated weekly.
- Q5: Where do I register for the Certified Data Architect exam?
- A: Register through Salesforce directly at https://trailhead.salesforce.com/en/credentials/administratoroverview/. Exampractice is not affiliated with Salesforce and does not administer the exam.
- Q6: Is there a free Certified Data Architect sample?
- A: Yes. Every Certified Data Architect page shows a free sample of real questions. Upgrading opens the full bank and the practice test.
- Q7: What are Salesforce Certification Exams?
- A: Salesforce Certification Exams validate your expertise in using and managing Salesforce’s customer relationship management (CRM) platform. These certifications demonstrate your proficiency in deploying, configuring, and optimizing Salesforce applications to drive business growth and customer engagement.
- Q8: Why should I pursue Salesforce Certification?
- A: Salesforce Certification enhances your professional credibility, showcasing your skills and knowledge in Salesforce solutions. This can lead to better job opportunities, higher salaries, and career advancement in CRM, cloud computing, and IT management roles.
- Q9: What are the benefits of Salesforce Certification?
- A: Benefits include recognition as a certified Salesforce professional, improved job performance, access to exclusive resources, continuing education opportunities, and staying current with the latest Salesforce technologies and best practices.
- Q10: Who should take Salesforce Certification Exams?
- A: CRM administrators, developers, consultants, sales and marketing professionals, and anyone involved in managing and implementing Salesforce solutions should consider these certifications to validate their expertise and advance their careers.
- Q11: What types of Salesforce Certification Exams are available?
- A: Salesforce offers various certification paths, including:
- Q12: How do I prepare for Salesforce Certification Exams?
- A: Preparation can include official Salesforce training courses, study guides, practice exams, online tutorials, and hands-on experience with Salesforce products and solutions.
- Q13: Where can I take Salesforce Certification Exams?
- A: Salesforce Certification Exams can be taken online with remote proctoring or at authorized testing centers worldwide, providing flexibility to fit your schedule and location.
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- A: Salesforce Certifications significantly boost your career by demonstrating your expertise to employers, making you a more competitive candidate for advanced roles and promotions in CRM, cloud computing, and IT management.
- Q15: Are there any prerequisites for Salesforce Certification Exams?
- A: Some exams may have prerequisites, such as foundational knowledge or prior experience with Salesforce products. Check the specific requirements for each certification path on the Salesforce certification website.
- Q16: How often do I need to recertify for Salesforce Certifications?
- A: Salesforce Certifications typically require recertification annually to ensure that certified professionals stay updated with the latest Salesforce technologies and industry practices.