Latest Data-Architect Preparation Materials: Salesforce Certified Data Architect - Data-Architect Study Guide - DumpsReview

P.S. Free 2026 Salesforce Data-Architect dumps are available on Google Drive shared by DumpsReview: https://drive.google.com/open?id=1W1rdAZWhup2ymn9PxGqf3rcsJR0201WB

Our Data-Architect study materials are different from common study materials, which can motivate you to concentrate on study. Up to now, many people have successfully passed the Data-Architect exam with our assistance. So you need to be brave enough to have a try. We can guarantee that you will love learning our Data-Architect Preparation engine as long as you have a try on it. And you can free download the demos of our Data-Architect learning guide on our website, it is easy, fast and convenient.

Salesforce Data-Architect Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Data Governance	20%	- Data retention and archiving policies - Data quality standards and metrics - Data stewardship roles and responsibilities - Compliance and regulatory considerations
Topic 2: Data Integration	15%	- API-based integration (REST, SOAP, Bulk API) - Sharing rules impact on data integration - ETL tools and data migration strategies - Real-time vs batch integration patterns - Handling locks and parallelism during migration
Topic 3: Data Modeling	25%	- Normalization and denormalization strategies - Skinny tables for performance optimization - Indexing strategies - Big Objects and external objects - Large Data Volumes (LDV) design considerations
Topic 4: Master Data Management	20%	- Data duplication and matching rules - Data cleansing techniques - Identity resolution
Topic 5: Data Architecture	20%	- Architecture patterns and design principles - Governor limits and bulk processing - Archiving and data lifecycle management - Performance tuning and optimization

>> Detail Data-Architect Explanation <<

Updated and Reliable Salesforce Data-Architect Exam Questions for Guaranteed Success

In order to cater to different needs of customers, three versions for Data-Architect training materials are available, you can choose the most suitable one in accordance with your own needs. Data-Architect PDF version is printable, and if you prefer a hard one, you can choose this version. Data-Architect Soft test engine supports MS operating system, and it can install in more than 200 computers. Data-Architect Online Test engine is convenient and easy to learn, you can have offline practice if you want. Data-Architect Online soft test engine supports all web browsers and it has testing history and performance review, and you can have a general review of what you have learnt before next learning.

Salesforce Certified Data Architect Sample Questions (Q52-Q57):

NEW QUESTION # 52
UC has a roll-up summary field on Account to calculate the count of contacts associated with an account. During the account load, SF is throwing an "Unable to lock a row" error.
Which solution should a data architect recommend, to resolve the error?

A. Perform Batch job in parallel mode and reduce Batch size
B. Perform Batch job in serial mode and reduce batch size
C. Leverage data loader platform API to load data.
D. Defer roll-up summary fields calculation during data migration.

Answer: B

Explanation:
The best solution to resolve the error of "Unable to lock a row" during the account load is to perform batch job in serial mode and reduce batch size. This is because roll-up summary fields are calculated synchronously when the parent record is updated, and asynchronously when the child record is updated. Therefore, updating many child records at once can cause locking issues on the parent record. To avoid this, it is recommended to use serial mode and smaller batch sizes when loading data using tools like Data Loader or Bulk API12. Leverage data loader platform API to load data is not a good option because it does not specify the mode or batch size. Perform batch job in parallel mode and reduce batch size is not a good option because parallel mode can still cause locking issues even with smaller batches. Defer roll-up summary fields calculation during data migration is not a good option because it is not possible to defer or disable roll-up summary fields calculation

NEW QUESTION # 53
Universal Container (UC) has accumulated data over years and has never deleted data from its Salesforce org.
UC is now exceeding the storage allocations in the org. UC is now looking for option to delete unused from the org.
Which three recommendations should a data architect make is order to reduce the number of records from the org?
Choose 3 answers

A. Identify records in objects that have not been modified or used In last 3 years.
B. Use hard delete in Bulk API to permanently delete records from Salesforce.
C. Use hard delete in batch Apex to permanently delete records from Salesforce.
D. Archive the records in enterprise data warehouse (EDW) before deleting from Salesforce.
E. Use Rest API to permanently delete records from the Salesforce org.

Answer: A,B,D

Explanation:
Using hard delete in Bulk API, identifying records that have not been modified or used in last 3 years, and archiving the records in EDW before deleting from Salesforce are all good recommendations to reduce the number of records from the org1. Using hard delete in batch Apex or Rest API may not be as efficient or scalable as Bulk API

NEW QUESTION # 54
A large telecommunication provider that provides internet services to both residence and business has the following attributes:
A customer who purchases its services for their home will be created as an Account in Salesforce.
Individuals within the same house address will be created as Contact in Salesforce.
Businesses are created as Accounts in Salesforce.
Some of the customers have both services at their home and business.
What should a data architect recommend for a single view of these customers without creating multiple customer records?

A. Costumers are created as Accounts for Residence Account and use Parent Account to relate Business Account.
B. Customers are created as Contacts and related to Business and Residential Accounts using the Account Contact Relationships.
C. Customers are created as Person Accounts and related to Business and Residential Accounts using the Account Contact relationship.
D. Customer are created as individual objects and relate with Accounts for Business and Residence accounts.

Answer: B

NEW QUESTION # 55
Universal Containers has more than 10 million records in the Order_c object. The query has timed out when running a bulk query. What should be considered to resolve query timeout?

A. Streaming API
B. PK Chunking
C. Metadata API
D. Tooling API

Answer: B

Explanation:
PK Chunking can resolve query timeout when running a bulk query on an object with more than 10 million records. PK Chunking is a feature of the Bulk API that splits a query into multiple batches based on the record IDs (primary keys) of the queried object. This can improve the query performance and avoid timeouts by reducing the number of records processed in each batch.

NEW QUESTION # 56
Cloud Kicks has the following requirements:
* Their Shipment custom object must always relate to a Product, a Sender, and a Receiver (all separate custom objects).
* If a Shipment is currently associated with a Product, Sender, or Receiver, deletion of those records should not be allowed.
* Each custom object must have separate sharing models.
What should an Architect do to fulfill these requirements?

A. Create two Master-Detail and one Lookup relationship to the parent records.
B. Associate the Shipment to each parent record by using a VLOOKUP formula field.
C. Create a Master-Detail relationship to each of the three parent records.
D. Create a required Lookup relationship to each of the three parent records.

Answer: D

Explanation:
A required Lookup relationship ensures that the Shipment record must have a value for each of the three parent records, and also prevents the deletion of those parent records if they are referenced by a Shipment record. A Master-Detail relationship would not allow separate sharing models for each custom object, and a VLOOKUP formula field would not enforce the relationship or prevent deletion

NEW QUESTION # 57
......

If you plan to apply for the Salesforce Certified Data Architect (Data-Architect) certification exam, you need the best Data-Architect practice test material that can help you maximize your chances of success. You cannot rely on invalid Data-Architect Materials and then expect the results to be great. So, you must prepare from the updated Salesforce Data-Architect Exam Dumps to crack the Data-Architect exam.

Data-Architect Test Engine: https://www.dumpsreview.com/Data-Architect-exam-dumps-review.html

P.S. Free 2026 Salesforce Data-Architect dumps are available on Google Drive shared by DumpsReview: https://drive.google.com/open?id=1W1rdAZWhup2ymn9PxGqf3rcsJR0201WB