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Salesforce Certified Platform Data Architect Sample Questions:
1. 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) Create indexes on Opportunity object text fields.
B) Order batches by Auto-number field.
C) Group batches by the AccountId field.
D) Use the Name field values to sort batches.
2. Universal Containers (UC) is in the process of selling half of its company. As part of this split, UC's main Salesforce org will be divided into two org:org A and org B, UC has delivered these requirements to its data architect
1. The data model for Org B will drastically change with different objects, fields, and picklist values.
2. Three million records will need to be migrated from org A to org B for compliance reasons.
3. The migrate will need occur within the next two month, prior to be split.
Which migrate strategy should a data architect use to successfully migrate the date?
A) Write a script to use the Bulk API
B) Use the Salesforces CLI to query, export, and import
C) use as ETL tool to orchestrate the migration.
D) Use Data Loader for export and Data Import Wizard for import
3. Which relationship enforces cascade delete?
A) Lookup
B) External lookup
C) Master-detail
D) Indirect lookup
4. DreamHouse Realty has a data model as shown in the image. The Project object has a private sharing model, and it has Roll-Up summary fields to calculate the number of resources assigned to the project, total hours for the project, and the number of work items associated to the project.
There will be a large amount of time entry records to be loaded regularly from an external system into Salesforce.
What should the Architect consider in this situation?
A) Load all data after deferring sharing calculations.
B) Calculate summary values instead of Roll-Up by using triggers.
C) Load all data using external IDs to link to parent records.
D) Calculate summary values instead of Roll-Up by using workflow.
5. Northern Trail Outfitters (NTO) has a variety of customers that include householder, businesses, and individuals.
The following conditions exist within its system:
- NTO has a total of five million customers.
- Duplicate records exist, which is replicated across many systems,
including Salesforce.
- Given these conditions, there is a lack of consistent presentation
and clear identification of a customer record.
Which three option should a data architect perform to resolve the issues with the customer data?
A) Create a unique global customer ID for each customer and store that in all system for referential identity.
B) Use Salesforce CDC to sync customer data cross all systems to keep customer record in sync.
C) Invest in data duplicate tool to de-dupe and merge duplicate records across all systems.
D) Duplicate customer records across the system and provide a two-way sync of data between the systems.
E) Create a customer master database external to Salesforce as a system of truth and sync the customer data with all systems.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: C | Question # 4 Answer: A | Question # 5 Answer: A,C,E |


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