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Salesforce Data-Architect (Salesforce Certified Data Architect) Certification Exam is a highly advanced certification program designed to validate the skills of experienced data architects in the Salesforce ecosystem. Salesforce Certified Data Architect certification exam is designed to test the candidates' knowledge and expertise in various areas, including data modeling, data architecture, data integration, data governance, and data security. Data-Architect Exam is ideal for data architects, data engineers, data analysts, and other professionals who work with Salesforce data on a regular basis.

Salesforce Certified Data Architect Sample Questions (Q205-Q210):

NEW QUESTION # 205
An architect is planning on having different batches to load one million Opportunities into Salesforce using the Bulk API in parallel mode. What should be considered when loading the Opportunity records?

A. Sort batches by Name field values.
B. Create indexes on Opportunity object text fields.
C. Group batches by the AccountId field.
D. Order batches by Auto -number field.

Answer: D

NEW QUESTION # 206
Universal Containers has defined a new Data Quality Plan for their Salesforce data and wants to know how they can enforce it throughout the organization. Which two approaches should an architect recommend to enforce this new plan?
Choose 2 answers

A. Schedule a weekly dashboard displaying records that are missing information to be sent to managers for review.
B. Store all data in an external system and set up an integration to Salesforce for view -only access.
C. Use Workflow, Validation Rules, and Force.com code (Apex) to enforce critical business processes.
D. Schedule reports that will automatically catch duplicates and merge or delete the records every week.

Answer: A,C

NEW QUESTION # 207
All accounts and opportunities are created in Salesforce. Salesforce is integrated with three systems:
* An ERP system feeds order data into Salesforce and updates both Account and Opportunity records.
* An accounting system feeds invoice data into Salesforce and updates both Account and Opportunity records.
* A commission system feeds commission data into Salesforce and updates both Account and Opportunity records.
How should the architect determine which of these systems is the system of record?

A. Account and opportunity data originates in Salesforce, and therefore Salesforce is the system of record.
B. Whatever integration data flow runs last will, by default, determine which system is the system of record.
C. Data flows should be reviewed with the business users to determine the system of record per object or field.
D. Whatever system updates the attribute or object should be the system of record for that field or object.

Answer: C

Explanation:
Option D is correct because data flows should be reviewed with the business users to determine the system of record per object or field1. The system of record is the authoritative source of data for a given entity or attribute2. It may vary depending on the business context and requirements. Option A is not correct because account and opportunity data originates in Salesforce, but it may not be the system of record for all attributes or objects if they are updated by other systems2. Option B is not correct because whatever system updates the attribute or object may not be the system of record for that field or object if there are conflicting or overlapping updates from other systems2. Option C is not correct because whatever integration data flow runs last may not determine which system is the system of record if there are different business rules or logic applied by different systems2.

NEW QUESTION # 208
Universal Containers has deployed Salesforce for case management The company is having difficulty understanding what percentage of cases are resolved from the initial call to their support organization. What first step is recommended to implement a reporting solution to measure the support reps case closure rates?

A. Create Contact and Opportunity Reports and Dashboards.
B. Enable field history tracking on the Case object.
C. Create a report on Case analytic snapshots.
D. Install AppExchange packages for available reports.

Answer: B

Explanation:
Enabling field history tracking on the Case object is the first step to implement a reporting solution to measure the support reps case closure rates. Field history tracking allows you to track changes to certain fields on the Case object, such as Status, Owner, or Priority. You can then create reports based on the field history data to analyze how long it took to close a case, how many times the case owner changed, or how many cases were escalated.

NEW QUESTION # 209
NTO processes orders from its website via an order management system (OMS). The OMS stores over 2 million historical records and is currently not integrated with SF. The Sales team at NTO using Sales cloud and would like visibility into related customer orders yet they do not want to persist millions of records directly in Salesforce. NTO has asked the data architect to evaluate SF connect and the concept of data verification. Which 3 considerations are needed prior to a SF Connect implementation?
Choose 3 answers:

A. Create a 2nd system Admin user for authentication to the external source.
B. Develop an object relationship strategy.
C. Identify the external tables to sync into external objects
D. Configure a middleware tool to poll external table data
E. Assess whether the external data source is reachable via an ODATA endpoint.

Answer: B,C,E

NEW QUESTION # 210
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