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Salesforce Certified Platform Data Architect Sample Questions:

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

2. Which API is best for loading millions of records asynchronously?

A) Bulk API
B) SOAP API
C) Streaming API
D) REST API

3. Universal Containers (UC) is migrating from a legacy system to Salesforce CRM, UC is concerned about the quality of data being entered by users and through external integrations.
Which two solutions should a data architect recommend to mitigate data quality issues?

A) Leverage Apex to validate the format of data being entered via a mobile device.
B) Leverage picklist and lookup fields where possible
C) Leverage validation rules and workflows.
D) Leverage third-party-AppExchange tools

4. Universal Containers (UC) needs to run monthly and yearly reports on opportunities and orders for sales reporting. There are 5 million opportunities and 10 million orders. Sales users are complaining that the report will regularly timeout. What is the fastest and most effective way for a data architect to solve the time-out issue?

A) Create a skinny table in Salesforce, and copy order and opportunity fields into the skinny table and create the required reports on It.
B) Extract opportunity and order data from Salesforce, and use a third-party reporting tool to run reports outside of Salesforce.
C) Create an aggregate custom object that summarizes the monthly and yearly values into the required format for the required reports.
D) Create custom fields on opportunity, and copy data from order into those custom fields and run all reports on Opportunity object.

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

Solutions: