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Last Updated: Aug 09, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Data Integration | 20% | - Data synchronization and consistency
|
| Large Data Volumes and Performance | 20% | - Storage and scalability planning
|
| Data Governance, Quality and Security | 15% | - Data security and compliance
|
| Data Migration | 15% | - Migration strategy and planning
|
| Master Data Management | 5% | - MDM implementation approaches
|
| Data Modeling and Database Design | 25% | - Object type selection
|
1. North Trail Outfitters (NTD) is in the process of evaluating big objects to store large amounts of asset data from an external system. NTO will need to report on this asset data weekly. Which two native tools should a data architect recommend to achieve this reporting requirement?
A) Einstein Analytics
B) Async SOQL with a custom object
C) Standard SOQL queries
D) Standard reports and dashboards
2. Universal Containers (UC) has a very large and complex Salesforce org with hundreds of validation rules and triggers. The triggers are responsible for system updates and data manipulation as records are created or updates by users. A majority of the automation tool within UC'' org were not designed to run during a data load. UC is importing 100,000 records into Salesforce across several objects over the weekend. What should a data architect do to mitigate any unwanted results during the import?
A) Bulkily the trigger to handle import leads.
B) Ensure duplication and matching rules and defined.
C) Ensure validation rules, triggers and other automation tools are disabled.
D) Import the data in smaller batches over a 24-hour period.
3. Universal Containers (UC) is in the process of selling half of its company. As part of this split, UC's main Salesforce org will be divided into two org:org A and org B, UC has delivered these requirements to its data architect
1. The data model for Org B will drastically change with different objects, fields, and picklist values.
2. Three million records will need to be migrated from org A to org B for compliance reasons.
3. The migrate will need occur within the next two month, prior to be split.
Which migrate strategy should a data architect use to successfully migrate the date?
A) Use the Salesforces CLI to query, export, and import
B) Use Data Loader for export and Data Import Wizard for import
C) Write a script to use the Bulk API
D) use as ETL tool to orchestrate the migration.
4. 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) Create a custom field for Opportunity amount that sales users update separating the field that PPS updates.
B) Change PSS integration to update only Opportunity Amount field when the value is null.
C) Change Opportunity Amount field access to Read Only for sales users field-level security.
D) Create a custom field for Opportunity amount that PSS updates separating the field sales user updates.
5. A data architect is working with a large B2C retailer and needs to model the consumer account structure in Salesforce. What standard feature should be selected in this scenario?
A) Account Contact
B) Contacts
C) Individual Accounts
D) Person Accounts
Solutions:
| Question # 1 Answer: A,B | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: D |
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