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Data-Architect}Data-Architect}B
Posted at 1/30/2026 07:20:16
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µ Salesforce Application Architect Data-Architect Mԇ} (Q217-Q222):} #217
A company has 12 million records, and a nightly integration queries these records.
Which two areas should a Data Architect investigate during troubleshooting if queries are timing out? (Choose two.)
- A. Create custom indexes on the fields used in the filter criteria.
- B. Modify the integration users' profile to have View All Data.
- C. Create a formula field instead of having multiple filter criteria.
- D. Make sure the query doesn't contain NULL in any filter criteria.
𰸣A,D
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Making sure the query does not contain NULL in any filter criteria can avoid full table scans and leverage indexes more efficiently. Queries with NULL filters are not selective and can cause performance issues. Creating custom indexes on the fields used in the filter criteria can also enhance the query performance by reducing the number of records to scan.
} #218
UC recently migrated 1 Billion customer related records from a legacy data store to Heroku Postgres. A subset of the data need to be synchronized with salesforce so that service agents are able to support customers directly within the service console. The remaining non- synchronized set of data will need to be accessed by salesforce at any point in time, but UC management is concerned about storage limitations.
What should a data architect recommend to meet these requirements with minimal effort?
- A. As needed, make call outs into Heroku postgres and persist the data in salesforce.
- B. Migrate the data to big objects and leverage async SOQL with custom objects.
- C. Use Heroku connect to bi-directional, sync all data between systems.
- D. Virtualize the remaining set of data with salesforce connect and external objects.
𰸣D
} #219
A Salesforce customer has plenty of data storage. Sales Reps are complaining that searches are bringing back old records that aren't relevant any longer. Sales Managers need the data for their historical reporting. What strategy should a data architect use to ensure a better user experience for the Sales Reps?
- A. Archive and purge old data from Salesforce on a monthly basis.
- B. Set data access to Private to hide old data from Sales Reps.
- C. Use Batch Apex to archive old data on a rolling nightly basis.
- D. Create a Permission Set to hide old data from Sales Reps.
𰸣A
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Archiving and purging old data from Salesforce on a monthly basis is a good strategy to improve the user experience for the Sales Reps, as it will reduce the clutter and improve the search performance. Creating a permission set or setting data access to private are not effective ways to hide old data from Sales Reps, as they will still consume data storage and affect search results. Using Batch Apex to archive old data on a rolling nightly basis is also not a good option, as it will consume API requests and processing time, and may not comply with the data retention policy.
} #220
A Salesforce customer has plenty of data storage. Sales Reps are complaining that searches are bringing back old records that aren't relevant any longer. Sales Managers need the data for their historical reporting.What strategy should a data architect use to ensure a better user experience for the Sales Reps?
- A. Archive and purge old data from Salesforce on a monthly basis.
- B. Set data access to Private to hide old data from Sales Reps.
- C. Use Batch Apex to archive old data on a rolling nightly basis.
- D. Create a Permission Set to hide old data from Sales Reps.
𰸣A
} #221
Universal Containers (UC) is going thought major reorganization of their sales team. This would require changes to a large a number of group members and sharing rules. UCs administrator is concerned about long processing time and failure during the process.
What should a Data architect implement to make changes efficiently?
- A. Enable Defer Sharing Calculation prior to making sharing rule changes.
- B. Log a case with salesforce to make sharing rule changes.
- C. Log out all users and make changes to sharing rules.
- D. Delete old sharing rules and build new sharing rules
𰸣A
} #222
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