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Salesforce Certified Platform Data Architect Sample Questions:

1. Universal Containers has a custom object with millions of rows of data. When executing SOQL queries, which three options prevent a query from being selective? (Choose three.)

A) Using NOT and != operators.
B) Using a custom index on a deterministic formula field.
C) Performing large loads and deletions.
D) Using leading % wildcards.
E) Using trailing % wildcards.

2. UC has millions of Cases and are running out of storage. Some user groups need to have access to historical cases for up to 7 years. Which 2 solutions should a data architect recommend in order to minimize performance and storage issues? Choose 2 answer

A) Export data out of salesforce and store in Flat files on external system.
B) Leverage big object to archive case data and lightning components to show archived data.
C) Leverage on premise data archival and build integration to view archived data.
D) Create a custom object to store case history and run reports on it.

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

4. Northern trail Outfitters (NTO) uses Sales Cloud and service Cloud to manage sales and support processes. Some of NTOs team are complaining they see new fields on their page unsure of which values need be input. NTO is concerned about lack of governance in making changes to Salesforce. Which governance measure should a data architect recommend to solve this issue?

A) Create and manage a data dictionary and ups a governance process for changes made to common objects.
B) Create reports to identify which users are leaving blank, and use external data sources o agreement the missing data.
C) Create validation rules with error messages to explain why the fields is used
D) Add description fields to explain why the field is used, and mark the field as required.

5. NTO has implemented salesforce for its sales users. The opportunity management in salesforce 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 opportunity amount field on opportunities on a daily basis.
3. PPS is the trusted source within the 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 overriding issue?

A) Change opportunity amount field access to read only for sales users using field level security.
B) Create a custom field for opportunity amount that PPS updates separating the field that sales user updates.
C) Create a custom field for opportunity amount that sales users update separating the fields that PPS updates.
D) Change PPS integration to update only opportunity amount fields when values is NULL.

Solutions: