[Mar 01, 2022] Prepare For The Data-Architecture-And-Management-Designer Question Papers In Advance [Q134-Q154]

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[Mar 01, 2022] Prepare For The Data-Architecture-And-Management-Designer Question Papers In Advance

Data-Architecture-And-Management-Designer PDF Dumps Real 2022 Recently Updated Questions


Data-Architecture-And-Management-Designer Exam topics

Candidates must know the exam topics before they start of preparation. Because it will really help them in hitting the core. Our Salesforce Data-Architecture-And-Management-Designer exam dumps will include the following topics:

1. Data Modeling/ Database Design 20%

  • Compare and contrast various techniques, approaches and considerations for capturing and managing business and technical metadata (e.g. business dictionary, data lineage, taxonomy, data classification).
  • Given a scenario, recommend approaches and techniques to design a scalable data model that obeys the current security and sharing model.
  • Given a customer scenario, recommend approaches and techniques to avoid data skew (record locking, sharing calculation issues, and excessive child to parent relationships).
  • Compare and contrast the different reasons for implementing Big Objects vs Standard/Custom objects within a production instance, alongside the unique pros and cons of utilizing Big Objects in a Salesforce data model.
  • Compare and contrast various techniques and considerations for designing a data model for the Customer 360 platform. (e.g. objects, fields & relationships, object features).

2. Master Data Management: 5%

  • Compare and contrast the various techniques, approaches and considerations for implementing Master Data Management Solutions (e.g. MDM implementation styles, harmonizing & consolidating data from multiple sources, establishing data survivorship rules, thresholds & weights, leveraging external reference data for enrichment, Canonical modeling techniques, hierarchy management.)
  • Given a customer scenario, recommend and use techniques for establishing a “golden record” or “system of truth” for the customer domain in a Single Org
  • Given a customer scenario, recommend approaches and techniques for consolidating data attributes from multiple sources. Discuss criteria and methodology for picking the winning attributes.
  • Given a customer scenario, recommend appropriate approaches and techniques to capture and maintain customer reference & metadata to preserve traceability and establish a common context for business rules

3. Salesforce Data Management: 25%

  • Given a customer scenario, recommend a design to effectively consolidate and/or leverage data from multiple Salesforce instances.
  • Given a scenario with multiple systems of interaction, describe techniques to represent a single view of the customer on the Salesforce platform.
  • Given a customer scenario, recommend appropriate combination of Salesforce license types to effectively leverage standard and custom objects to meet business needs.
  • Given a customer scenario, recommend techniques to ensure data is persisted in a consistent manner.

4. Data Governance: 10%

  • Given a customer scenario, recommend an approach for designing a GDPR compliant data model. Discuss the various options to identify, classify and protect personal and sensitive information.
  • Compare and contrast various approaches and considerations for designing and implementing an enterprise data governance program.

5. Large Data Volume considerations: 20%

  • Given a customer scenario, recommend a data archiving and purging plan that is optimal for customer's data storage management needs.
  • Given a customer scenario, design a data model that scales considering large data volume and solution performance.
  • Given a customer scenario, decide when to use virtualised data and describe virtualised data options.

6. Data Migration: 15%

  • Compare and contrast various techniques for improving performance when migrating large data volumes into Salesforce.
  • Compare and contrast various techniques and considerations for exporting data from Salesforce.
  • Given a customer scenario, recommend appropriate techniques and methods for ensuring high data quality at load time.

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Data-Architecture-And-Management-Designer Exam Reference

 

NEW QUESTION 134
Universal Containers is using Salesforce for Opportunity management and enterprise resource planning (ERP) for order management. Sales reps do not have access to the ERP and have no visibility into order status.
What solution should a data architect recommend to give the sales team visibility into order status?

  • A. Build batch jobs to push order line items to Salesforce.
  • B. Build real-time integration to pull order line items into Salesforce when viewing orders.
  • C. Leverage Canvas to bring the order management UI in to the Salesforce tab.
  • D. Leverage Salesforce Connect to bring the order line item from the legacy system to Salesforce.

Answer: D

 

NEW QUESTION 135
Universal Containers (UC) is in the process of migrating lagacy inventory data from an enterprise resources planning (ERP) system into Sales Cloud with the following requirements:
Legacy inventory data will be stored in a custom child objects called Inventory_c.
Inventory data should be related to the standard Account object.
The Inventory_c object should Inhent the same sharing rules as the Account object.
Anytime an Account record is deleted in Salesforce, the related Inventory_c record(s) should be deleted as well.
What type of relationship field should a data architect recommend in this scenario?

  • A. Lookup relationship fields on Inventory related to Account
  • B. Master-detail relationship filed on Inventory_c, related to Account
  • C. Master-detail relationship filed on Account, related to Inventory_c
  • D. Indirect lookup relationship field on Account, related to Inventory_c

Answer: C

 

NEW QUESTION 136
A large retail company has recently chosen SF as its CRM solution. They have the following record counts:
* 2500000 accounts
* 25000000 contacts
When doing an initial performance test, the data architect noticed an extremely slow response for reports and list views.
What should a data architect do to solve the performance issue?

  • A. Add custom indexes on frequently searched account and contact objects fields
  • B. Create a skinny table to represent account and contact objects.
  • C. Limit data loading to the 2000 most recently created records.
  • D. Load only the data that the users is permitted to access

Answer: A

 

NEW QUESTION 137
A customer is integrating two different systems with customer records into the Salesforce Account object Master Data Management will be used to ensure that no duplicate records are created in Salesforce. How can the architect determine which system is the system of record on a field level?

  • A. Any field that is an input field in either external system will be overwritten by the last record integrated and can never have a system of record.
  • B. Any Fields with the same purpose between the two systems should be reviewed by the key stakeholders to see how they will be used in Salesforce.
  • C. Master Data Management systems determine system of record and the architect doesn't have to think about what data is controlled by what system.
  • D. Review the database schema for each external system and any fields with different names should always be separate fields in Salesforce.

Answer: C

 

NEW QUESTION 138
Universal Containers (UC) is planning to launch its Customer Community. The community will allow user to register shipment requests which are then processed by UC employees.
Shipment requests contain header information, and then a list of no more than 5 items being shipped. UC will initially roll out its community to 5,000 customers in Europe, and will ultimately roll out to 20,000 customers worldwide within the next two years. UC expects an average of 10 shipment requests per week per customer. UC wants customers to be able to view up to three years of shipment requests and use Saleforce reports. What is the recommended solution for UC's Data Architect to address the requirements?

  • A. Create a custom object to track shipment requests and a child custom object to track shipment items. Implement an archiving process that moves data off-platform after three years.
  • B. Create an external custom object to track shipment requests with five lookup custom fields for each item being shipped. External objects are stored off-platform in Heroku's Postgres database.
  • C. Create a custom object to track shipment requests with five lookup custom fields for each item being shipped Implement an archiving process that moves data off-platform after three years.
  • D. Create an external custom object to track shipment requests and a child external object to track shipment items. External objects are stored off-platform in Heroku's Postgres database.

Answer: A

 

NEW QUESTION 139
Universal Container require all customers to provide either a phone number of an email address when registering for an account.
What should the data architect use to ensure this requirement is met?

  • A. validation Rule
  • B. Process Builder
  • C. Apex Class
  • D. required Fields

Answer: A

 

NEW QUESTION 140
Cloud Kicks has the following requirements:
- Data needs to be sent from Salesforce to an external system to generate invoices from their Order Management System (OMS).
- A Salesforce administrator must be able to customize which fields will be sent to the external system without changing code.
What are two approaches for fulfilling these requirements? (Choose two.)

  • A. An ObjectField to determine which fields to send in an HTTP callout.
  • B. A Field Set that determines which fields to send in an HTTP callout.
  • C. Turn on the field-level security permissions for the fields to send.
  • D. An Outbound Message to determine which fields to send to the OMS.

Answer: B,D

 

NEW QUESTION 141
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. Create indexes on Opportunity object text fields.
  • B. Order batches by Auto -number field.
  • C. Sort batches by Name field values.
  • D. Group batches by the AccountId field.

Answer: B

 

NEW QUESTION 142
North Trail Outfitters (NTO) operates a majority of its business from a central Salesforce org, NTO also owns several secondary orgs that the service, finance, and marketing teams work out of, At the moment, there is no integration between central and secondary orgs, leading to data-visibility issues.
Moving forward, NTO has identified that a hub-and-spoke model is the proper architect to manage its data, where the central org is the hub and the secondary orgs are the spokes.
Which tool should a data architect use to orchestrate data between the hub org and spoke orgs?

  • A. A backup and archive solution that extracts and restores data across orgs.
  • B. Develop custom APIs to poll the hub org for change data and push into the spoke orgs.
  • C. A middleware solution that extracts and distributes data across both the hub and spokes.
  • D. Develop custom APIs to poll the spoke for change data and push into the org.

Answer: C

 

NEW QUESTION 143
Universal Containers (UC) is using Salesforce Sales & Service Cloud for B2C sales and customer service but they are experiencing a lot of duplicate customers in the system. Which are two recommended approaches for UC to avoid duplicate data and increase the level of data quality?

  • A. Use a data wharehouse.
  • B. Use Data.com Clean
  • C. Use Duplicate Management.
  • D. Use an Enterprise Service Bus.

Answer: B,C

 

NEW QUESTION 144
UC is trying to switch from legacy CRM to salesforce and wants to keep legacy CRM and salesforce in place till all the functionality is deployed in salesforce. The want to keep data in synch b/w Salesforce, legacy CRM and SAP. What is the recommendation.

  • A. Suggest MDM solution and link MDM to salesforce and SAP
  • B. Integrate SAP with Salesforce, SAP to legacy CRM but not legacy CRM to Salesforce
  • C. Do not integrate legacy CRM to Salesforce, but integrate salesforce to SAP
  • D. Integrate legacy CRM to salesforce and keep data in synch till new functionality is in place

Answer: A,B

 

NEW QUESTION 145
DreamHouse Realty uses Custom Metadata Types instead of Custom setting.
What is an advantage of this decision?

  • A. Report definitions can include references to Custom Metadata Types.
  • B. Packages can be used to deploy Custom metadata records.
  • C. Custom metadata records are editable in Apex.
  • D. Custom metadata records are NOT copied from production to sandbox.

Answer: B

 

NEW QUESTION 146
To address different compliance requirements, such as general data protection regulation (GDPR), personally identifiable information (PII), of health insurance Portability and Accountability Act (HIPPA) and others, a SF customer decided to categorize each data element in SF with the following:
Data owner
Security Level, such as confidential
Compliance types such as GDPR, PII, HIPPA
A compliance audit would require SF admins to generate reports to manage compliance.
What should a data architect recommend to address this requirement?

  • A. Use field metadata attributes for compliance categorization, data owner, and data sensitivity level.
  • B. Create a custom object and field to capture necessary compliance information and build custom reports.
  • C. Use metadata API, to extract field attribute information and use the extract to classify and build reports
  • D. Build reports for field information, then export the information to classify and report for Audits.

Answer: A

 

NEW QUESTION 147
Cloud Kicks has the following requirements:
- They want 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 approaches should the Architect recommend to meet this requirement? (Choose two.)

  • A. Schedule jobs to export and delete using an ETL tool.
  • B. Schedule a weekly export file from the Salesforce UI.
  • C. Schedule jobs to export and delete using the Data Loader.
  • D. Export the data by using the Force.com Workbench.

Answer: A,C

 

NEW QUESTION 148
Universal Containers (UC) loads bulk leads and campaigns from third-party lead aggregators on a weekly and monthly basis. The expected lead record volume is 500K records per week, and the expected campaign records volume is 10K campaigns per week. After the upload, Lead records are shared with various sales agents via sharing rules and added as Campaign members via Apex triggers on Lead creation. UC agents work on leads for 6 months, but want to keep the records in the system for at least 1 year for reference. Compliance requires them to be stored for a minimum of 3 years. After that, data can be deleted. What statement is true with respect to a data archiving strategy for UC?

  • A. UC can leverage the Salesforce Data Backup and Recovery feature for data archival needs.
  • B. UC can store long-term lead records in custom storage objects to avoid counting against storage limits.
  • C. UC can leverage a "tier"-based approach to classify the record storage need.
  • D. UC can leverage recycle bin capability, which guarantees record storage for 15 days after deletion.

Answer: C

 

NEW QUESTION 149
Which two methods should be used when importing Leads into Salesforce to ensure there are no duplicate records? Choose 2 answers

  • A. Implement Salesforce Matching and Duplicate Rules.
  • B. Purchase an AppExchange Lead de -duplication application.
  • C. Create a Workflow Rule to check for duplicate records.
  • D. Run the Salesforce Lead Mass de -duplication tool.

Answer: A,B

 

NEW QUESTION 150
How can an architect find information about who is creating, changing, or deleting certain fields within the past two months?

  • A. Remove "customize application" permissions from everyone else.
  • B. Export the setup audit trail and find the fields in question.
  • C. Create a field history report for the fields in question.
  • D. Export the metadata and search it for the fields in question.

Answer: B

 

NEW QUESTION 151
Universal Containers (UC) has a Salesforce instance with over 10.000 Account records.
They have noticed similar, but not identical. Account names and addresses. What should UC do to ensure proper data quality?

  • A. Enable Account de -duplication by creating matching rules in Salesforce, which will mass merge duplicate Accounts.
  • B. Use a service to standardize Account addresses, then use a 3rd -party tool to merge Accounts based on rules.
  • C. Make the Account Owner clean their Accounts' addresses, then merge Accounts with the same address.
  • D. Run a report, find Accounts whose name starts with the same five characters, then merge those Accounts.

Answer: A

 

NEW QUESTION 152
Ursa Major Solar provides home installment services to its customers. To track these home installments, the company uses Opportunities. At any given time, the status of the home installments can be one of the
10 values. Currently, Ursa Major Solar has 189,000 Opportunity records.
An Architect needs to create a new field to track home installment status opportunity while also improving data quality and avoiding data skew.
What should the Architect do?

  • A. Create a picklist field, values sorted alphabetically.
  • B. Create a Master-Detail to custom object InstallmentStatus_c.
  • C. Create a text field and make it an external ID.
  • D. Create a Lookup to custom object InstallmentStatus_c.

Answer: A

Explanation:
Explanation

 

NEW QUESTION 153
UC has migrated its Back-office data into an on-premise database with REST API access. UC recently implemented Sales cloud for its sales organization. But users are complaining about a lack of order data inside SF.
UC is concerned about SF storage limits but would still like Sales cloud to have access to the data.
Which design patterns should a data architect select to satisfy the requirement?

  • A. Use SF Connect to virtualize the data in SF and avoid storage limits.
  • B. Migrate and persist the data in SF to take advantage of native functionality.
  • C. Develop a bidirectional integration between the on-premise system and Salesforce.
  • D. Build a UI for the on-premise system and iframe it in Salesforce

Answer: A

 

NEW QUESTION 154
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