Last Updated: Jun 09, 2026
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1. Universal Containers has been a customer of Salesforce for 10 years. Currently they have 2 million accounts in the system. Due to an erroneous integration built 3 years ago, it is estimated there are 500,000 duplicates in the system. Which solution should a data architect recommend to remediate the duplication issue?
A) Develop an ETL process that utilizers the merge API to merge the duplicate records
B) Extract the data using data loader and use excel to merge the duplicate records
C) Implement duplicate rules
D) Utilize a data warehouse as the system of truth
2. Universal Containers wants to automatically archive all inactive Account data that is older than 3 years. The information does not need to remain accessible within the application. Which two methods should be recommended to meet this requirement? Choose 2 answer
A) Schedule jobs to export and delete using the Data Loader.
B) Schedule jobs to export and delete using an ETL tool.
C) Use the Force.com Workbench to export the data.
D) Schedule a weekly export file from the Salesforce UI.
3. Universal Container has a Sales Cloud implementation for a sales team and an enterprise resource planning (ERP) as a customer master Sales team are complaining about duplicate account and data quality issues with account data. Which two solutions should a data architect recommend to resolve the complaints?
A) Build a nightly sync job from ERP to Salesforce.
B) Build a nightly batch job to de-dupe data, and merge account records.
C) Implement a de-dupe solution and establish account ownership in Salesforce
D) Integrate Salesforce with ERP, and make ERP as system of truth.
4. Universal Container is Implementing salesforce and needs to migrate data from two legacy systems. UC would like to clean and duplicate data before migrate to Salesforce. Which solution should a data architect recommend a clean migration?
A) Define external IDs for an object, Insert data from one database, and use upsert for a second database
B) Define duplicate rules in Salesforce, and load data into Salesforce from both databases.
C) Define external IDs for an object, migrate second database to first database, and load into Salesforce.
D) Set up staging data base, and define external IDs to merge, clean duplicate data, and load into Salesforce.
5. Universal Containers (UC) is concerned that data is being corrupted daily either through negligence or maliciousness. They want to implement a backup strategy to help recover any corrupted data or data mistakenly changed or even deleted. What should the data architect consider when designing a field -level audit and recovery plan?
A) Reduce data storage by purging old data.
B) Review projected data storage needs.
C) Schedule a weekly export file.
D) Implement an AppExchange package.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A,B | Question # 3 Answer: C,D | Question # 4 Answer: D | Question # 5 Answer: B |
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