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Salesforce Certified Data Architect Sample Questions (Q42-Q47):

NEW QUESTION # 42
UC has to built a B2C ecommerce site on Heroku that shares customer and order data with a Heroku Postgres database. UC is currently utilizing Postgres as the single source of truth for both customers and orders. UC has asked a data architect to replicate the data into salesforce so that salesforce can now act as the system of record.
What are the 3 considerations that data architect should weigh before implementing this requirement? Choose 23 answers:

A. A selection of the tool required to replicate the data.
B. Consider whether the data is required for sales reports, dashboards and KPI's.
C. Ensure the data is CRM center and able to populate standard of custom objects.
D. Determine if the data is driver of key process implemented within salesforce.
E. Ensure there is a tight relationship between order data and an enterprise resource plaining (ERP) application.

Answer: A,D,E

Explanation:
a. - Heroku Connect is required but this is confusing

NEW QUESTION # 43
NTO would like to retrieve their SF orgs meta data programmatically for backup within a various external.
Which API is the best fit for accomplishing this task?

A. Bulk API in serial mode
B. Metadata API
C. Tooling API
D. SOAP API

Answer: B

Explanation:
The best API for retrieving Salesforce org metadata programmatically is the Metadata API. The Metadata API provides access to the metadata that defines the structure and configuration of an org, such as custom objects, fields, workflows, security settings, etc. It also supports deploying, retrieving, creating, updating, and deleting metadata components. The Metadata API can be used with various tools, such as Ant, Workbench, or IDEs.

NEW QUESTION # 44
For a production cutover, a large number of Account records will be loaded into Salesforce from a legacy system. The legacy system does not have enough information to determine the Ownership for these Accounts upon initial load. Which two recommended options assign Account ownership to mitigate potential performance problems?

A. Let a "system user" own the Account records and assign this user to the lowest-level role in the Role Hierarchy.
B. Let a "system user" own all the Account records without assigning any role to this user in Role Hierarchy.
C. Let a "system user" own all the Account records and make this user part of the highest-level role in the Role Hierarchy.
D. Let the VP of the Sales department, who will report directly to the senior VP, own all the Account records.

Answer: A,B

NEW QUESTION # 45
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. Send customer data nightly to the system of truth in a scheduled batch job.
B. Send customer record changes from Salesforce to the system of truth in real time.
C. Send customer record changes from Salesforce to each system in a nightly batch job.
D. Have each system pull the record changes from Salesforce using change data capture.

Answer: D

Explanation:
Having each system pull the record changes from Salesforce using change data capture (option D) is the correct solution for ensuring all systems using customer data are kept up to date, as it allows the systems to subscribe to real-time events from Salesforce and receive notifications when customer records are created, updated, deleted, or undeleted. Sending customer data nightly to the system of truth in a scheduled batch job (option A) or sending customer record changes from Salesforce to each system in a nightly batch job (option B) are not good solutions, as they may cause data latency and inconsistency, and they do not provide real-time updates. Sending customer record changes from Salesforce to the system of truth in real time (option C) is also not a good solution, as it does not address how the other systems will receive the updates from the system of truth.

NEW QUESTION # 46
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.

A. Limit associating 10000 records looking up to same records.
B. Limit assigning one user 10000 records ownership.
C. Limit associating 10000 opportunities to one account.
D. Assign 10000 opportunities to one account.
E. Use picklist fields rather than lookup to custom object.

Answer: A,B,C

Explanation:
Data skew occurs when a large number of child records are associated with a single parent record, or when a single user owns a large number of records. This can cause performance issues and lock contention. To avoid data skew, the data architect should limit assigning one user 10,000 records ownership, limit associating
10,000 opportunities to one account, and limit associating 10,000 records looking up to the same record

NEW QUESTION # 47
......

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