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Salesforce Certified Platform Data Architect Sample Questions:

1. NTO processes orders from its website via an order management system (OMS). The OMS stores over 2 million historical records and is currently not integrated with SF. The Sales team at NTO using Sales cloud and would like visibility into related customer orders yet they do not want to persist millions of records directly in Salesforce. NTO has asked the data architect to evaluate SF connect and the concept of data verification. Which 3 considerations are needed prior to a SF Connect implementation? Choose 3 answer

A) Develop an object relationship strategy.
B) Create a 2nd system Admin user for authentication to the external source.
C) Identify the external tables to sync into external objects
D) Configure a middleware tool to poll external table data
E) Assess whether the external data source is reachable via an ODATA endpoint.

2. Developers at Universal Containers need to build a report for the business which displays Accounts opened in the past year grouped by industry. This report will also include information from contacts, opportunities, and orders. There are several million Accounts in the system. Which two options should be recommended to make this report perform well and satisfy the business need?

A) Use an indexed data field with bounded data filters.
B) Use triggers to populate denormalized related fields on the Account.
C) Use Formula fields to surface information I related entities on the report.
D) Use unbounded date ranges to filter the report.

3. Universal Containers (CU) is in the process of implementing an enterprise data warehouse (EDW). UC needs to extract 100 million records from Salesforce for migration to the EDW. What data extraction strategy should a data architect use for maximum performance?

A) Use the Bulk API in parallel mode.
B) Call the REST API in successive queries.
C) Install a third-party AppExchange tool.
D) Utilize PK Chunking with the Bulk API.

4. Universal Containers (UC) maintains a collection of several million Account records that represent business in the United Sates. As a logistics company, this list is one of the most valuable and important components of UC's business, and the accuracy of shipping addresses is paramount.
Recently it has been noticed that too many of the addresses of these businesses are inaccurate, or the businesses don't exist. Which two scalable strategies should UC consider to improve the quality of their Account addresses?

A) Build a team of employees that validate Accounts by searching the web and making phone calls.
B) Integrate with a third-party database or services for address validation and enrichment.
C) Contact each business on the list and ask them to review and update their address information.
D) Leverage Data.com Clean to clean up Account address fields with the D&B database.

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

Solutions: