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Salesforce Certified Platform Data Architect Sample Questions:

1. Northern Trail Outfitter has implemented Salesforce for its associates nationwide, Senior management is concerned that the executive dashboard is not reliable for their real-time decision- making. On analysis, the team the following issues with data entered in Salesforce.
- Information in certain records is incomplete.
- Incorrect entry in certain fields causes records to be excluded in
report fitters.
- Duplicate entries cause incorrect counts.
Which three steps should a data architect recommend to address the issues?

A) Explore third-party data providers to enrich and augment information entered in salesforce.
B) Leverage Salesforce features, such as validate rules, to avoid incomplete and incorrect records.
C) design and implement data-quality dashboard to monitor and act on records that are incomplete or incorrect
D) Build a sales data warehouse with purpose-build data marts for dashboards and senior management reporting.
E) Periodically export data to cleanse data and import them back into Salesforce for executive reports.

2. North Trail Outfitters (NTO) operates a majority of its business from a central Salesforce org, NTO also owns several secondary orgs that the service, finance, and marketing teams work out of, At the moment, there is no integration between central and secondary orgs, leading to data- visibility issues.
Moving forward, NTO has identified that a hub-and-spoke model is the proper architect to manage its data, where the central org is the hub and the secondary orgs are the spokes.
Which tool should a data architect use to orchestrate data between the hub org and spoke orgs?

A) A backup and archive solution that extracts and restores data across orgs.
B) Develop custom APIs to poll the spoke for change data and push into the org.
C) A middleware solution that extracts and distributes data across both the hub and spokes.
D) Develop custom APIs to poll the hub org for change data and push into the spoke orgs.

3. Universal Containers has a rollup summary field on account to calculate the number of contacts associated with an account. During the account load, Salesforce is throwing an "UNABLE
_TO_LOCK_ROW" error. Which solution should a data architect recommend to resolve the error?

A) Perform a batch job in parallel mode and reduce the batch size.
B) Leverage Data Loader's platform API to load data.
C) Perform a batch job in serial mode and reduce the batch size.
D) Defer rollup summary field calculation during data migration.

4. Universal Containers (UC) has implemented a master data management strategy, which uses a central system of truth, to ensure the entire company has the same customer information in all systems. UC customer data changes need to be accurate at all times in all of the systems.
Salesforce is the identified system of record for this information. What is the correct solution for ensuring all systems using customer data are kept up to date?

A) Have each system pull the record changes from Salesforce using change data capture.
B) Send customer record changes from Salesforce to the system of truth in real time.
C) Send customer data nightly to the system of truth in a scheduled batch job.
D) Send customer record changes from Salesforce to each system in a nightly batch job.

5. NTO has decided to franchise its brand. Upon implementation, 1000 franchisees will be able to access BTO's product information and track large customer sales and opportunities through a portal. The Franchisees will also be able to run monthly and quarterly sales reports and projections as well as view the reports in dashboards. Which licenses does NTO need to provide these features to the Franchisees?

A) Salesforce Sales Cloud license
B) Lightning Platform license
C) Partner Community license
D) Customer Community license

Solutions: