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Salesforce is a popular customer relationship management (CRM) platform used by businesses of all sizes across the globe. Salesforce Data-Architect (Salesforce Certified Data Architect) Certification Exam is designed for professionals looking to demonstrate their expertise in data architecture and management within the Salesforce ecosystem. Salesforce Certified Data Architect certification is one of the most challenging and prestigious in the Salesforce certification program.
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Salesforce Certified Data Architect Sample Questions (Q239-Q244):
NEW QUESTION # 239
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 duplicate rules in Salesforce, and load data into Salesforce from both databases.
- B. Define external IDs for an object, migrate second database to first database, and load into Salesforce.
- C. Define external IDs for an object, Insert data from one database, and use upsert for a second database
- D. Set up staging data base, and define external IDs to merge, clean duplicate data, and load into Salesforce.
Answer: D
Explanation:
To recommend a clean migration, the data architect should set up a staging database, and define external IDs to merge, clean duplicate data, and load into Salesforce. This will allow the data architect to consolidate and deduplicate the data from two legacy systems before importing it into Salesforce using external IDs as unique identifiers. Option A is incorrect because defining external IDs for an object, migrating second database to first database, and loading into Salesforce will not ensure that the data is clean and duplicate-free. Option B is incorrect because defining duplicate rules in Salesforce, and loading data into Salesforce from both databases will not prevent the duplicate data from being imported into Salesforce. Option D is incorrect because defining external IDs for an object, inserting data from one database, and using upsert for a second database will not handle the duplicate data from both databases.
NEW QUESTION # 240
UC has one SF org (Org A) and recently acquired a secondary company with its own Salesforce org (Org B). UC has decided to keep the orgs running separately but would like to bidirectionally share opportunities between the orgs in near-real time.
Which 3 options should a data architect recommend to share data between Org A and Org B?
Choose 3 answers.
- A. Leverage Heroku Connect and Heroku Postgres to bidirectionally sync Opportunities.
- B. Leverage middleware tools to bidirectionally send Opportunity data across orgs.
- C. Use Salesforce Connect and the cross-org adapter to visualize Opportunities into external objects
- D. Develop an Apex class that pushes opportunity data between orgs daily via the Apex schedule.
- E. Install a 3rd party AppExchange tool to handle the data sharing
Answer: B,C,D
NEW QUESTION # 241
Universal Containers (UC) has an open sharing model for its Salesforce users to allow all its Salesforce internal users to edit all contacts, regardless of who owns the contact. However, UC management wants to allow only the owner of a contact record to delete that contact. If a user does not own the contact, then the user should not be allowed to delete the record. How should the architect approach the project so that the requirements are met?
- A. Create a validation rule on the Contact object to check if the current user is not the owner.
- B. Set the profile of the users to remove delete permission from the Contact object.
- C. Set the Sharing settings as Public Read Only for the Contact object.
- D. Create a "before delete" trigger to check if the current user is not the owner.
Answer: D
Explanation:
To allow only the owner of a contact record to delete that contact, the data architect should create a "before delete" trigger to check if the current user is not the owner. The trigger can use the UserInfo.getUserId() method to get the current user's ID and compare it with the OwnerId field of the contact record. If they are not equal, the trigger can add an error to the record and prevent it from being deleted. The other options are not suitable for meeting the requirements, as they would either restrict the edit access or delete access for all users, regardless of ownership.
NEW QUESTION # 242
NTO (Northern Trail Outlets) has a complex Salesforce org which has been developed over past 5 years. Internal users are complaining abt multiple data issues, including incomplete and duplicate data in the org. NTO has decided to engage a data architect to analyze and define data quality standards.
Which 3 key factors should a data architect consider while defining data quality standards? Choose 3 answers:
- A. Finalize an extract transform load (ETL) tool for data migration
- B. Define key fields in staging database for data cleansing
- C. Measure data timeliness and consistency
- D. Define data duplication standards and rules
- E. Measure data completeness and accuracy
Answer: C,D,E
Explanation:
Defining data duplication standards and rules, measuring data timeliness and consistency, and measuring data completeness and accuracy are three key factors that a data architect should consider while defining data quality standards. Defining data duplication standards and rules can help prevent or reduce duplicate records in the org by specifying criteria and actions for identifying and merging duplicates. Measuring data timeliness and consistency can help ensure that the data is up-to-date, reliable, and synchronized across different sources. Measuring data completeness and accuracy can help ensure that the data is sufficient, relevant, and correct for the intended purposes.
NEW QUESTION # 243
Northern Trail Outfitters (NTO) has multiple Salesforce orgs based on regions. Users need read-only access to customers across all Salesforce orgs.
Which feature in Salesforce can be used to provide access to customer records across all NTO orgs?
- A. Salesforce 2 Salesforce
- B. Federated Search
- C. External APIs
- D. Salesforce Connect
Answer: D
NEW QUESTION # 244
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