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Salesforce Data-Architect Certification is an essential credential for professionals who want to excel in the field of Salesforce data architecture. Salesforce Certified Data Architect certification validates an individual's knowledge and skills in designing, developing, and managing data architecture in Salesforce. Salesforce Certified Data Architect certification is recognized globally and can help individuals advance their careers and increase their earning potential. The Salesforce Certified Data Architect exam is a challenging exam that requires extensive knowledge and experience in Salesforce data architecture.

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Salesforce Data-Architect certification exam consists of 60 multiple-choice questions and 5 non-scored questions. You will have 105 minutes to complete the exam, and you must achieve a score of 65% or higher to pass. Data-Architect Exam covers a range of topics, including data modeling, data management, data governance, data security, and data quality.

Salesforce Certified Data Architect Sample Questions (Q160-Q165):

NEW QUESTION # 160
DreamHouse Realty has a legacy system that captures Branch Offices and Transactions. DreamHouse Realty has 15 Branch Offices. Transactions can relate to any Branch Office. DreamHouse Realty has created hundreds of thousands of Transactions per year.
A Data Architect needs to denormalize this data model into a single Transaction object with a Branch Office picklist.
What are two important considerations for the Data Architect in this scenario? (Choose two.)

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

Answer: A,B

Explanation:
The Data Architect should consider the limitations on Org data storage and the Bulk API limitations on picklist fields when denormalizing the data model into a single Transaction object with a Branch Office picklist. The Org data storage limit is the total amount of data that can be stored in a Salesforce Org, and it depends on the edition and license type of the Org 1 . The Bulk API limit on picklist fields is the maximum number of values that can be imported or exported using the Bulk API, and it is 1,000 values per picklist field
2 . These limitations could affect the performance and scalability of the data model, and the Data Architect should plan accordingly.

NEW QUESTION # 161
Universal Containers (UC) has a Salesforce org with multiple automated processes defined for group membership processing, UC also has multiple admins on staff that perform manual adjustments to the role hierarchy. The automated tasks and manual tasks overlap daily, and UC is experiencing "lock errors" consistently.
What should a data architect recommend to mitigate these errors?

A. Enable sharing recalculations.
B. Remove SOQL statements from Apex Loops.
C. Ask Salesforce support for additional CPU power.
D. Enable granular locking.

Answer: D

Explanation:
Enabling granular locking (option A) is the best recommendation to mitigate these errors, as it allows finer control over how records are locked during automated or manual processes, and reduces the chances of lock contention or deadlock. Removing SOQL statements from Apex Loops (option B) is a good practice for improving performance and avoiding governor limits, but it does not directly address the lock errors issue.
Enabling sharing recalculations (option C) is also not relevant for this issue, as it is used to update sharing rules and recalculate access for records. Asking Salesforce support for additional CPU power (option D) is also not a viable solution, as it does not solve the root cause of the lock errors.

NEW QUESTION # 162
Universal Containers (UC) is going thought major reorganization of their sales team. This would require changes to a large a number of group members and sharing rules. UCs administrator is concerned about long processing time and failure during the process.
What should a Data architect implement to make changes efficiently?

A. Enable Defer Sharing Calculation prior to making sharing rule changes.
B. Delete old sharing rules and build new sharing rules
C. Log a case with salesforce to make sharing rule changes.
D. Log out all users and make changes to sharing rules.

Answer: A

Explanation:
The correct answer is B. To make changes efficiently, a data architect should enable Defer Sharing Calculation prior to making sharing rule changes. This will allow the administrator to make multiple changes to sharing rules without recalculating them after each change, which can take a long time and cause failures.
The sharing rules can be recalculated later when there are fewer users online or during off-peak hours. Option A is incorrect because logging a case with salesforce to make sharing rule changes will not speed up the process or prevent failures. Option C is incorrect because deleting old sharing rules and building new sharing rules will not reduce the processing time or failure rate. Option D is incorrect because logging out all users and making changes to sharing rules will disrupt the business operations and may not be feasible.

NEW QUESTION # 163
Northern trail Outfitters (NTO) uses Sales Cloud and service Cloud to manage sales and support processes. Some of NTOs team are complaining they see new fields on their page unsure of which values need be input. NTO is concerned about lack of governance in making changes to Salesforce.
Which governance measure should a data architect recommend to solve this issue?

A. Create reports to identify which users are leaving blank, and use external data sources o agreement the missing data.
B. Create validation rules with error messages to explain why the fields is used
C. Add description fields to explain why the field is used, and mark the field as required.
D. Create and manage a data dictionary and ups a governance process for changes made to common objects.

Answer: D

NEW QUESTION # 164
A customer wishes to migrate 700,000 Account records in a single migration into Salesforce. What is the recommended solution to migrate these records while minimizing migration time?

A. Use Salesforce Soap API in serial mode.
B. Use Salesforce Bulk API in parallel mode.
C. Use Salesforce Bulk API in serial mode.
D. Use Salesforce Soap API in parallel mode.

Answer: B

NEW QUESTION # 165
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