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Data-Architect Practice Questions

Question # 1

Universal Containers (UC) has deployed Salesforce to manage Marketing. Sales, and Support efforts in a multi -system ERP environment After reaching the limits of native reports & dashboards. UC leadership is looking to understand what options can be used to provide more analytical insights. What two approaches should an architect recommend? Choose 2 answers

A.

AppExchange Apps

B.

Wave Analytics

C.

Weekly Snapshots

D.

Setup Audit Trails



A.

AppExchange Apps


B.

Wave Analytics




Question # 2

Company S was recently acquired by Company T. As part of the acquisition, all of the data for the Company S's Salesforce instance (source) must be migrated into the Company T's Salesforce instance (target). Company S has 6 million Case records. An Architect has been tasked with optimizing the data load time. What should the Architect consider to achieve this goal?

A.

Pre-process the data, then use Data Loader with SOAP API to upsert with zip compression enabled.

B.

Directly leverage Salesforce-to-Salesforce functionality to load Case data.

C.

Load the data in multiple sets using Bulk API parallel processes.

D.

Utilize the Salesforce Org Migration Tool from the Setup Data Management menu.



A.

Pre-process the data, then use Data Loader with SOAP API to upsert with zip compression enabled.




Question # 3

UC is preparing to implement sales cloud and would like to its users to have read only access to an account record if they have access to its child opportunity record. How would a data architect implement this sharing requirement between objects?

A.

Create a criteria-based sharing rule.

B.

Implicit sharing will automatically handle with standard functionality.

C.

Add appropriate users to the account team.

D.

Create an owner-based sharing rule.



B.

Implicit sharing will automatically handle with standard functionality.




Question # 4

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 picklist field, values sorted alphabetically.

B.

Create a Master -Detail to custom object ShippingStatus c.

C.

Create a Lookup to custom object ShippingStatus c.

D.

Create a text field and make it an external ID.



A.

Create a picklist field, values sorted alphabetically.




Question # 5

North Trail Outfitters (NTO) operates a majority of its business from a central Salesforce org, NTO also owns several secondary orgs that the service, finance, and marketing teams work out of, At the moment, there is no integration between central and secondary orgs, leading to data-visibility issues. Moving forward, NTO has identified that a hub-and-spoke model is the proper architect to manage its data, where the central org is the hub and the secondary orgs are the spokes. Which tool should a data architect use to orchestrate data between the hub org and spoke orgs?

A.

A middleware solution that extracts and distributes data across both the hub and spokes.

B.

Develop custom APIs to poll the hub org for change data and push into the spoke orgs.

C.

Develop custom APIs to poll the spoke for change data and push into the org.

D.

A backup and archive solution that extracts and restores data across orgs.



A.

A middleware solution that extracts and distributes data across both the hub and spokes.




Question # 6

UC has multiple SF orgs that are distributed across regional branches. Each branch stores local customer data inside its org’s Account and Contact objects. This creates a scenario where UC is unable to view customers across all orgs. UC has an initiative to create a 360-degree view of the customer, as UC would like to see Account and Contact data from all orgs in one place. What should a data architect suggest to achieve this 360-degree view of the customer?

A.

Consolidate the data from each org into a centralized datastore

B.

Use Salesforce Connect’s cross-org adapter.

C.

Build a bidirectional integration between all orgs.

D.

Use an ETL tool to migrate gap Accounts and Contacts into each org.



A.

Consolidate the data from each org into a centralized datastore




Question # 7

Universal Containers has a large number of Opportunity fields (100) that they want to track field history on. Which two actions should an architect perform in order to meet this requirement? Choose 2 answers

A.

Create a custom object to store a copy of the record when changed.

B.

Create a custom object to store the previous and new field values.

C.

Use Analytic Snapshots to store a copy of the record when changed.

D.

Select the 100 fields in the Opportunity Set History Tracking page.



A.

Create a custom object to store a copy of the record when changed.


B.

Create a custom object to store the previous and new field values.




Question # 8

An Architect needs to document the data architecture for a multi-system, enterprise Salesforce implementation. Which two key artifacts should the Architect use? (Choose two.)

A.

User stories

B.

Data model

C.

Integration specification

D.

Non-functional requirements



B.

Data model


C.

Integration specification




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Exam Name: Salesforce Certified Data Architect (WI25)
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