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Salesforce Certified Platform Data Architect Sample Questions:

1. All accounts and opportunities are created in Salesforce. Salesforce is integrated with three systems:
- An ERP system feeds order data into Salesforce and updates both
Account and Opportunity records.
- An accounting system feeds invoice data into Salesforce and updates
both Account and Opportunity records.
- A commission system feeds commission data into Salesforce and updates both Account and Opportunity records.
How should the architect determine which of these systems is the system of record?

A) Data flows should be reviewed with the business users to determine the system of record per object or field.
B) Whatever integration data flow runs last will, by default, determine which system is the system of record.
C) Whatever system updates the attribute or object should be the system of record for that field or object.
D) Account and opportunity data originates in Salesforce, and therefore Salesforce is the system of record.

2. Based on government regulations, a Salesforce customer plans to implement the following in Salesforce for compliance:
- Access to customer information based on record ownership
- Ability for customers to request removal of their information from
Salesforce
- Prevent users from accessing Salesforce from outside company network
(virtual private network, or VPN)
What should a data architect recommend to address these requirements?

A) Implement Salesforce shield with Event Monitoring to address the requirement.
B) Implement IP restrictions, sharing settings, and custom Apex to support customer requests.
C) Contact Salesforce support to restrict access only with VPN and other requirements
D) Allow users access to Salesforce through a custom web application hosted within VPN.

3. The data architect for UC has written a SOQL query that will return all records from the Task object that do not have a value in the WhatID field:
Select id, description, Subject from Task where WhatId!= NULL
When the data architect usages the query to select values for a process a time out error occurs.
What does the data architect need to change to make this query more performant?

A) Add limit 100 to the query.
B) Change the where clause to filter by a deterministic defined value.
C) Remove description from the requested field set.
D) Change query to SOSL.

4. Universal Containers has a legacy system that captures Conferences and Venues. These Conferences can occur at any Venue. They create hundreds of thousands of Conferences per year. Historically, they have only used 20 Venues. Which two things should the data architect consider when denormalizing this data model into a single Conference object with a Venue picklist? Choose 2 answer

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

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) Develop custom APIs to poll the spoke for change data and push into the org.
B) Develop custom APIs to poll the hub org for change data and push into the spoke orgs.
C) A backup and archive solution that extracts and restores data across orgs.
D) A middleware solution that extracts and distributes data across both the hub and spokes.

Solutions: