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Data-Architect Questions and Answers

Question # 1

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?

Install a third-party AppExchange tool.

Call the REST API in successive queries.

Utilize PK Chunking with the Bulk API.

Use the Bulk API in parallel mode.

Question # 2

UC is rolling out Sales App globally to bring sales teams together on one platform. UC expects millions of opportunities and accounts to be creates and is concerned about the performance of the application.

Which 3 recommendations should the data architect make to avoid the data skew? Choose 3 answers.

Use picklist fields rather than lookup to custom object.

Limit assigning one user 10000 records ownership.

Assign 10000 opportunities to one account.

Limit associating 10000 opportunities to one account.

Limit associating 10000 records looking up to same records.

Question # 3

Northern Trail Outfitter has implemented Salesforce for its associates nationwide, Senior management is concerned that the executive dashboard are 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?

Periodically export data to cleanse data and import them back into Salesforce for executive reports.

Build a sales data warehouse with purpose-build data marts for dashboards and senior management reporting.

Explore third-party data providers to enrich and augment information entered in salesforce.

Leverage Salesforce features, such as validate rules, to avoid incomplete and incorrect records.

design and implement data-quality dashboard to monitor and act on records that are incomplete or incorrect

View More Data-Architect Questions

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