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  • Total Questions: 260
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Not sure whether the Data-Architect material is right for you? Download the free PDF demo from Fast2test and review a sample of the 260 practice questions for the Salesforce Certified Data Architect before you spend a cent.

Salesforce Data-Architect Exam Overview:

Certification Vendor:Salesforce
Exam Name:Salesforce Certified Data Architect Exam
Exam Number:Data-Architect
Exam Price:$400 USD
Real Exam Qty:60
Passing Score:58%
Certificate Validity Period:1 year (maintenance required annually via Trailhead certification maintenance)
Available Languages:Portuguese, German, Japanese, Spanish, English, French
Exam Duration:105 minutes
Related Certifications:Salesforce Certified Platform Developer II
Salesforce Certified Sharing and Visibility Architect
Salesforce Certified Integration Architect
Salesforce Certified Platform Developer I
Salesforce Certified Platform App Builder
Exam Format:Multiple Choice, Multiple Select
Recommended Training:Salesforce Architect Trailmix
Salesforce Data Architecture and Management
Exam Registration:Salesforce Certification Registration
Salesforce Architect Credentials Overview
Sample Questions:Salesforce Data-Architect Sample Questions
Exam Way:Online proctored exam or authorized testing center
Pre Condition:No mandatory prerequisites. Recommended: experience with Salesforce platform architecture and related certifications such as Platform Developer I, Platform App Builder, and Integration Architect.
Official Syllabus URL:https://trailhead.salesforce.com/en/credentials/architectdatam

Salesforce Data-Architect Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Modeling and Database Design- Data modeling concepts
  • 1. Relational vs. non-relational data design
    • 2. Normalization and denormalization strategies
      - Salesforce data model design
      • 1. Schema design for scalability
        • 2. Standard and custom objects usage
          Topic 2: Large Data Volume and Performance- Scalability considerations
          • 1. Bulk data processing strategies
            • 2. Indexing and query optimization
              Topic 3: Master Data Management (MDM)- MDM architecture
              • 1. Golden record design
                • 2. Data synchronization approaches
                  Topic 4: Data Integration- Integration patterns
                  • 1. API-based integration strategies
                    • 2. ETL vs real-time integration
                      - Salesforce integration tools
                      • 1. MuleSoft and REST/SOAP APIs
                        • 2. Platform events and change data capture
                          Topic 5: Data Governance and Management- Security and compliance
                          • 1. Data access controls
                            • 2. Regulatory compliance considerations
                              - Data quality management
                              • 1. Data validation rules
                                • 2. Deduplication strategies

                                  Everything You Want to Know About the Salesforce Certified Data Architect (Data-Architect) Exam

                                  The Data-Architect exam, officially titled Salesforce Certified Data Architect, is the Salesforce exam you pass to earn the Salesforce Certified Data Architect certification, a credential at the Expert level. Passing it confirms the skills defined in the official exam outline, and it is associated with related credentials such as Salesforce Certified Platform App Builder, Salesforce Certified Platform Developer I, Salesforce Certified Platform Developer II, Salesforce Certified Sharing and Visibility Architect, Salesforce Certified Integration Architect.

                                  The Data-Architect exam includes 60 questions and gives you 105 minutes to finish them. That is a tight pace per question, so get used to reading each stem once, flagging anything uncertain, and moving on rather than getting stuck. Running timed practice tests in the Fast2test desktop or online test engine is the most reliable way to build that rhythm before exam day.

                                  The passing score for the Data-Architect exam is 58%, and the official registration fee is $400 USD. Keep in mind that a failed attempt means paying $400 USD again in full to retake it, so book your slot only when your scores on Fast2test practice tests sit consistently above the passing line.

                                  Salesforce lists the following prerequisites or eligibility notes for the Data-Architect exam: No mandatory prerequisites. Recommended: experience with Salesforce platform architecture and related certifications such as Platform Developer I, Platform App Builder, and Integration Architect.. Requirements can change over time, so confirm the details on the official exam page at Salesforce's official site before you register.

                                  You can register for the Data-Architect exam through the official channels below:

                                  The exam is delivered in the following format: Online proctored exam or authorized testing center. Choose a date that leaves you enough time to work through the full 260-question practice set first.

                                  Salesforce recommends the following training resources for Data-Architect candidates:

                                  Official courses build the theory, and the 260 practice questions from Fast2test help you turn that theory into exam-ready speed and accuracy.

                                  Yes. Fast2test offers a free PDF demo of the Data-Architect material, so you can check the question style and answer quality before purchasing. Every purchase also includes 365 days of free updates, and if your product expires you can extend the update service at a 50% discount from your member zone.

                                  Your purchase is protected by a 100% Money Back Guarantee with clear conditions: if you take the corresponding Data-Architect exam within 60 days of purchase and do not pass, you can apply for a full refund. The candidate name must match the payer name, and you need to submit a scanned exam enrollment slip together with the official Score Report PDF within 2 days of taking the exam; claims are processed within 7 days. Sitting the exam within 3 days of purchase, downloading without taking the exam, free materials, and expired orders are not covered. If you would rather not take a refund, you can exchange your order for two free exam products of equal value and keep the update service on your original purchase.

                                  Delivery is instant: your download links are emailed within one minute of payment, and you can also download directly from the website. If nothing arrives within 2 hours, contact customer service and check your spam folder. There is no limit on how many computers you can install the material on.

                                  The Data-Architect exam blueprint is divided into 5 domains, starting with Data Modeling and Database Design; Large Data Volume and Performance; Master Data Management (MDM). For the complete domain-by-domain breakdown, see the Exam Topics section above — it lists every topic the current outline covers.

                                  Salesforce Certified Data Architect Sample Questions:

                                  Question 1

                                  Which three characteristics of a skinny table help improve report and query performance?

                                  A. Skinny tables are kept in sync with changes to data in the source tables.
                                  B. Skinny tables do not include records that are available in the recycle bin.
                                  C. Skinny tables provide a view across multiple objects for easy access to combined data.
                                  D. Skinny tables can contain frequently used fields and thereby help avoid joins.
                                  E. Skinny tables can be used to create custom indexes on multi-select picklist fields.


                                  Question 2

                                  Universal Containers (UC) has a complex system landscape and is implementing a data governance program for the first time Which two first steps would be appropriate for UC to initiate an assessment of data architecture? Choose 2 answers

                                  A. Engage with business units and IT to assess current operational systems and data models.
                                  B. Engage with IT program managers to assess current velocity of projects in the pipeline.
                                  C. Engage with database administrators to assess current database performance metrics.
                                  D. Engage with executive sponsorship to assess enterprise data strategy and goals.


                                  Question 3

                                  Universal Containers has a legacy system that captures Conferences and Venues. These Conferences can occur at any Venue. They create hundreds of thousands of Conferences per year. Historically, they have only used 20 Venues. Which two things should the data architect consider when denormalizing this data model into a single Conference object with a Venue picklist? Choose 2 answers

                                  A. Org data storage limitations.
                                  B. Limitations on master -detail relationships.
                                  C. Bulk API limitations on picklist fields.
                                  D. Standard list view in -line editing.


                                  Question 4

                                  UC has one SF org (Org A) and recently acquired a secondary company with its own Salesforce org (Org B).
                                  UC has decided to keep the orgs running separately but would like to bidirectionally share opportunities between the orgs in near-real time.
                                  Which 3 options should a data architect recommend to share data between Org A and Org B?
                                  Choose 3 answers.

                                  A. Leverage Heroku Connect and Heroku Postgres to bidirectionally sync Opportunities.
                                  B. Install a 3rd party AppExchange tool to handle the data sharing
                                  C. Use Salesforce Connect and the cross-org adapter to visualize Opportunities into external objects
                                  D. Develop an Apex class that pushes opportunity data between orgs daily via the Apex schedule.
                                  E. Leverage middleware tools to bidirectionally send Opportunity data across orgs.


                                  Question 5

                                  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. Use ETL tool for extraction of records.
                                  B. Ask SF support to increase the query timeout value.
                                  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.


                                  Solutions:

                                  Question 1
                                  Answer: A,B,D
                                  Question 2
                                  Answer: A,D
                                  Question 3
                                  Answer: C,D
                                  Question 4
                                  Answer: A,C,E
                                  Question 5
                                  Answer: A

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