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[General] Quiz 2026 Salesforce Data-Architect–Valid Latest Exam Preparation

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【General】 Quiz 2026 Salesforce Data-Architect–Valid Latest Exam Preparation

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2026 Latest Exams4sures Data-Architect PDF Dumps and Data-Architect Exam Engine Free Share: https://drive.google.com/open?id=1olLk9AxTnwh0Ch9HpIrV0ZHK6XL9gYUY
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Salesforce Certified Data Architect Sample Questions (Q239-Q244):NEW QUESTION # 239
Get Cloudy Consulting is migrating their legacy system's users and data to Salesforce. They will be creating
15,000 users, 1.5 million Account records, and 15 million Invoice records. The visibility of these records is controlled by a 50 owner and criteria-based sharing rules.
Get Cloudy Consulting needs to minimize data loading time during this migration to a new organization.
Which two approaches will accomplish this goal? (Choose two.)
  • A. Contact Salesforce to activate indexing before uploading the data.
  • B. Create the users, upload all data, and then deploy the sharing rules.
  • C. First, load all account records, and then load all user records.
  • D. Defer sharing calculations until the data has finished uploading.
Answer: B,D
Explanation:
Creating the users, uploading all data, and then deploying the sharing rules will reduce the number of sharing recalculations that occur during the data load. Deferring sharing calculations until the data has finished uploading will also improve the performance by postponing the sharing rule evaluation. These are the recommended best practices for loading large data sets into Salesforce

NEW QUESTION # 240
Universal Containers (UC) has implemented Salesforce, UC is running out of storage and needs to have an archiving solution, UC would like to maintain two years of data in Saleforce and archive older data out of Salesforce.
Which solution should a data architect recommend as an archiving solution?
  • A. Use a third-party backup solution to backup all data off platform.
  • B. Build a batch join move all records off platform, and delete all records from Salesforce.
  • C. Build a batch job to move all restore off platform, and delete old records from Salesforce.
  • D. Build a batch join to move two-year-old records off platform, and delete records from Salesforce.
Answer: D
Explanation:
The data architect should recommend building a batch job to move two-year-old records off platform, and delete records from Salesforce as an archiving solution. A batch job is a process that runs in the background and performs operations on large volumes of data in Salesforce. By building a batch job that moves two-year-old records off platform to an external storage system, such as Amazon S3 or Google Cloud Storage, and deletes them from Salesforce, the data architect can reduce the storage consumption and improve the performance of Salesforce org. Option A is incorrect because using a third-party backup solution to backup all data off platform will not free up any storage space in Salesforce, unless the data is also deleted from Salesforce after backup. Option B is incorrect because building a batch job to move all records off platform, and delete all records from Salesforce will result in losing all the current data in Salesforce, which may not be desirable or feasible. Option D is incorrect because building a batch job to move all restore off platform, and delete old records from Salesforce does not make sense, as restore implies restoring data back to Salesforce, not moving it off platform.

NEW QUESTION # 241
Northern Trail Outfitters (NTO) has implemented Salesforce for its sales users. The opportunity management in Saiesforce Is implemented as follows:
1. Sales users enter their opportunities in Salesforce for forecasting and reporting purposes.
2. NTO has a product pricing system (PPS) that is used to update the Opportunity Amount field on opportunities on a daily basis.
3. PPS is the trusted source within NTO for Opportunity Amount.
4. NTO uses Opportunity Forecast for its sales planning and management.
Sales users have noticed that their updates to the Opportunity Amount field are overwritten when PPS updates their opportunities.
How should a data architect address this overwriting issue?
  • A. Change PSS integration to update only Opportunity Amount field when the value is null.
  • B. Change Opportunity Amount field access to Read Only for sales users field-level security.
  • C. Create a custom field for Opportunity amount that sales users update separating the field that PPS updates.
  • D. Create a custom field for Opportunity amount that PSS updates separating the field sales user updates.
Answer: B
Explanation:
Changing Opportunity Amount field access to Read Only for sales users field-level security (option C) is the best way to address the overwriting issue, as it prevents sales users from updating the field that is controlled by PPS, and ensures data consistency and accuracy. Creating a custom field for Opportunity amount that PSS updates separating the field sales user updates (option A) or creating a custom field for Opportunity amount that sales users update separating the field that PPS updates (option D) are not good solutions, as they may create confusion and inconsistency with the Opportunity Forecast feature. Changing PSS integration to update only Opportunity Amount field when the value is null (option B) is also not a good solution, as it may cause data loss or conflicts with the sales users' inputs.

NEW QUESTION # 242
Universal Containers (UC) provides shipping services to its customers. They use Opportunities to track customer shipments. At any given time, shipping status can be one of the 10 values. UC has 200,000 Opportunity records. When creating a new field to track shipping status on opportunity, what should the architect do to improve data quality and avoid data skew?
  • A. Create a Master -Detail to custom object ShippingStatus c.
  • B. Create a text field and make it an external I
  • C. Create a picklist field, values sorted alphabetically.
  • D. Create a Lookup to custom object ShippingStatus c.
Answer: C

NEW QUESTION # 243
NTO has implemented salesforce for its sales users. The opportunity management in salesforce is implemented as follows:
1.Sales users enter their opportunities in salesforce for forecasting and reporting purposes.
2.NTO has a product pricing system (PPS) that is used to update opportunity amount field on opportunities on a daily basis.
3.PPS is the trusted source within the NTO for opportunity amount.
4.NTO uses opportunity forecast for its sales planning and management.
Sales users have noticed that their updates to the opportunity amount field are overwritten when PPS updates their opportunities.
How should a data architect address this overriding issue?
  • A. Change PPS integration to update only opportunity amount fields when values is NULL.
  • B. Create a custom field for opportunity amount that PPS updates separating the field that sales user updates.
  • C. Change opportunity amount field access to read only for sales users using field level security.
  • D. Create a custom field for opportunity amount that sales users update separating the fields that PPS updates.
Answer: C
Explanation:
Changing the opportunity amount field access to read only for sales users using field level security is the best way to address the overriding issue. This way, the sales users can still view the opportunity amount field but cannot edit it, and PPS can update it as the trusted source

NEW QUESTION # 244
......
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