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Salesforce Certified Platform Data Architect Sample Questions:
1. NTO has multiple systems across its enterprise landscape including salesforce, with disparate version the customer records.
In salesforce, the customer is represented by the contact object.
NTO utilizes an MDM solution with these attributes:
1. The MDM solution keeps track of customer master with a master key.
2. The master key is a map to the record ID's from each external system that customer data is stored within.
3. The MDM solution provides de-duplication features, so it acts as the single source of truth.
How should a data architect implement the storage of master key within salesforce?
A) Store the master key in Heroku postgres and use Heroku connect for synchronization.
B) Create a custom object to store the master key with a lookup field to contact.
C) Create an external object to store the master key with a lookup field to contact.
D) Store the master key on the contact object as an external ID (Field for referential imports)
2. Northern Trail Outfitters <NTO> is streaming IoT data from connected devices to a cloud database. Every 24 hours. 100,000 records are generated.
NIO employees will need to see these lol records within Salesforce and generate weekly reports on it. Developers may also need to write programmatic logic to aggregate the records and incorporate them into workflows.
Which data pattern will allow a data architect to satisfy these requirements, while also keeping limits in mind?
A) Bidirectional integration
B) Persistence
C) Unidirectional integration
D) Virtualization
3. Due to security requirements, Universal Containers needs to capture specific user actions, such as login, logout, file attachment download, package install, etc. What is the recommended approach for defining a solution for this requirement?
A) Use Event Monitoring to capture these changes.
B) Use a custom object and trigger to capture changes.
C) Use a third-party AppExchange app to capture changes.
D) Use a field audit trail to capture field changes.
4. Universal Containers (UC) is implementing Salesforce and will be using Salesforce to track customer complaints, provide white papers on products, and provide subscription-based support.
Which license type will UC users need to fulfill UC's requirements?
A) Service Cloud License
B) Salesforce License
C) Lightning Platform Starter License
D) Sales Cloud License
5. Universal Containers has millions of rows of data in Salesforce that are being used in reports to evaluate historical trends. Performance has become an issue, as well as data storage limits.
Which two strategies should be recommended when talking with stakeholders?
A) Combine Analytics Snapshots with a purging plan by reporting on the snapshot data and deleting the original records.
B) Use scheduled batch Apex to copy aggregate information into a custom object and delete the original records.
C) Configure the Salesforce Archiving feature to archive older records and remove them from the data storage limits.
D) Use Data Loader to extract data, aggregate it, and write it back to a custom object, then delete the original records.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: B | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: B,C |




