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Salesforce Certified Platform Data Architect Sample Questions:

1. Universal Containers (UC) has built a custom application on Salesforce to help track shipments around the world. A majority of the shipping records are stored on premise in an external data source. UC needs shipment details to be exposed to the custom application, and the data needs to be accessible in real time. The external data source is not OData enabled, and UC does not own a middleware tool. Which Salesforce Connect procedure should a data architect use to ensure UC's requirements are met?

A) Write a custom adapter with the Apex Connector Framework.
B) Write an Apex class that makes a REST callout to the external API.
C) Develop a process that calls an inviable web service method.
D) Migrate the data to Heroku and register Postgres as a data source.

2. Universal Containers (UC) is concerned about the accuracy of their Customer information in Salesforce. They have recently created an enterprise-wide trusted source MDM for Customer data which they have certified to be accurate. UC has over 20 million unique customer records in the trusted source and Salesforce. What should an Architect recommend to ensure the data in Salesforce is identical to the MDM?

A) Extract the Salesforce data into Excel and manually compare this against the trusted source.
B) Leave the data in Salesforce alone and assume that it will auto-correct itself over time.
C) Load the Trusted Source data into Salesforce and run an Apex Batch job to find difference.
D) Use an AppExchange package for Data Quality to match Salesforce data against the Trusted source.

3. The head of sales at Get Cloudy Consulting wants to understand key relevant performance figures and help managers take corrective actions where appropriate. What is one reporting option Get Cloudy Consulting should consider?

A) Opportunity analytic snapshot
B) Lead conversion rate report
C) Sales KPI Dashboard
D) Case SLA performance report

4. To avoid creating duplicate Contacts, a customer frequently uses Data Loader to upsert Contact records into Salesforce. What common error should the data architect be aware of when using upsert?

A) Errors with using the wrong external Id will cause the load to fail.
B) Errors when a duplicate Contact name is found cause upsert to fail.
C) Errors with duplicate external Id values within the same CSV file.
D) Errors with records being updated and inserted in the same CSV file.

5. UC has one SF org (Org A) and recently acquired a secondary company with its own Salesforce org (Org B). UC has decided to keep the orgs running separately but would like to bidirectionally share opportunities between the orgs in near-real time. Which 3 options should a data architect recommend to share data between Org A and Org B? Choose 3 answer

A) Leverage Heroku Connect and Heroku Postgres to bidirectionally sync Opportunities.
B) Use Salesforce Connect and the cross-org adapter to visualize Opportunities into external objects
C) Install a 3rd party AppExchange tool to handle the data sharing
D) Develop an Apex class that pushes opportunity data between orgs daily via the Apex schedule.
E) Leverage middleware tools to bidirectionally send Opportunity data across orgs.

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