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Salesforce Certified Platform Data Architect Sample Questions:

1. UC needs to load a large volume of leads into salesforce on a weekly basis. During this process the validation rules are disabled. What should a data architect recommend to ensure data quality is maintained in salesforce.

A) Activate validation rules once the leads are loaded into salesforce to maintain quality.
B) Allow validation rules to be activated during the load of leads into salesforce.
C) Ensure the lead data is preprocessed for quality before loading into salesforce.
D) Develop custom APEX batch process to improve quality once the load is completed.

2. Two million Opportunities need to be loaded in different batches into Salesforce using the Bulk API in parallel mode. What should an Architect consider when loading the Opportunity records?

A) Order batches by Auto-number field.
B) Group batches by the AccountId field.
C) Use the Name field values to sort batches.
D) Create indexes on Opportunity object text fields.

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) Load the Trusted Source data into Salesforce and run an Apex Batch job to find difference.
B) Leave the data in Salesforce alone and assume that it will auto-correct itself over time.
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.

4. Cloud Kicks needs to purge detailed transactional records from Salesforce. The data should be aggregated at a summary level and available in Salesforce. What are two automated approaches to fulfill this goal? (Choose two.)

A) Schedulable Batch Apex
B) Apex Triggers
C) Third-party Integration Tool (ETL)
D) Third-party Business Intelligence system

5. Universal Containers has successfully migrated 50 million records into five different objects multiple times in a full copy sandbox. The Integration Engineer wants to re-run the test again a month before it goes live into Production. What is the recommended approach to re-run the test?

A) Truncate all 5 objects quickly and re-run the data migration test.
B) Refresh the full copy sandbox and re-run the data migration test.
C) Hard delete all 5 objects' data and re-run the data migration test.
D) Truncate all 5 objects and hard delete before running the migration test.

Solutions: