[Nov 27, 2023] Data-Architecture-And-Management-Designer Dumps Full Questions - Exam Study Guide
Salesforce Application Architect Free Certification Exam Material from Exams4sures with 224 Questions
Salesforce Data-Architecture-And-Management-Designer Certification Exam is a challenging exam that requires a thorough understanding of data architecture and management concepts in Salesforce. It is recommended that individuals preparing for the exam have at least two years of experience in designing and managing data architecture in Salesforce. Individuals who pass the exam demonstrate their proficiency in designing and managing data architecture in Salesforce, which is highly valued by employers and clients.
Salesforce Data-Architecture-And-Management-Designer Exam consists of 60 multiple-choice questions and lasts for 105 minutes. Data-Architecture-And-Management-Designer exam covers a wide range of topics including data modeling, data governance, data integration, data quality, and data security. To pass the exam, candidates must achieve a score of at least 65%.
NEW QUESTION # 42
Cloud Kicks needs to purge detailed transactional records from Salesforce. The data should be aggregated at a summary level and available in Salesforce.
What are two automated approaches to fulfill this goal? (Choose two.)
- A. Third-party Business Intelligence system
- B. Apex Triggers
- C. Third-party Integration Tool (ETL)
- D. Schedulable Batch Apex
Answer: C,D
NEW QUESTION # 43
Universal Containers (UC) is a major supplier of office supplies. Some products are produced by UC and some by other manufacturers. Recently, a number of customers have complained that product descriptions on the invoices do not match the descriptions in the online catalog and on some of the order confirmations (e.g., "ballpoint pen" in the catalog and "pen" on the invoice, and item color labels are inconsistent: "what vs. "White" or "blk" vs. "Black"). All product data is consolidated in the company data warehouse and pushed to Salesforce to generate quotes and invoices. The online catalog and webshop is a Salesforce Customer Community solution. What is a correct technique UC should use to solve the data inconsistency?
- A. Add custom fields to the Product standard object in Salesforce to store data from the different source systems.
- B. Build Apex Triggers in Salesforce that ensure products have the correct names and labels after data is loaded into salesforce.
- C. Define a data taxonomy for product data and apply the taxonomy to the product data in the data warehouse.
- D. Change integration to let product master systems update product data directly in Salesforce via the Salesforce API.
Answer: C
NEW QUESTION # 44
Universal Containers (UC) wants to store product data in Salesforce, but the standard Product object does not support the more complex hierarchical structure which is currently being used in the product master system. How can UC modify the standard Product object model to support a hierarchical data structure in order to synchronize product data from the source system to Salesforce?
- A. Create a custom lookup filed on the standard Product to reference the child record in the hierarchy.
- B. Create a custom lookup field on the standard Product to reference the parent record in the hierarchy.
- C. Create an Apex trigger to synchronize the Product Family standard picklist field on the Product object.
- D. Create a custom master-detail field on the standard Product to reference the child record in the hierarchy.
Answer: B
NEW QUESTION # 45
Universal Containers (UC) has over 10 million records. They have a nightly integration that queries these records The queries are timing out What should the data architect do or look for when troubleshooting the queries?
Choose 2 answers
- A. Change the integration users' profile to have View All Data.
- B. Create a formula field instead of having multiple filter criteria.
- C. Ensure the query doesn't contain NULL in any filter criteria.
- D. Create custom indexes on the fields used in the filter criteria.
Answer: A,C
NEW QUESTION # 46
DreamHouse Realty has a data model as shown in the image. The Project object has a private sharing model, and it has Roll-Up summary fields to calculate the number of resources assigned to the project, total hours for the project, and the number of work items associated to the project.
There will be a large amount of time entry records to be loaded regularly from an external system into Salesforce.
What should the Architect consider in this situation?
- A. Load all data after deferring sharing calculations.
- B. Calculate summary values instead of Roll-Up by using triggers.
- C. Load all data using external IDs to link to parent records.
- D. Calculate summary values instead of Roll-Up by using workflow.
Answer: A
NEW QUESTION # 47
UC is migrating individual customers (B2C) data from legacy systems to SF. There are millions of customers stored as accounts and contacts in legacy database.
Which object model should a data architect configure within SF ?
- A. Leverage custom account and contact object in SF
- B. Leverage person account object in Salesforce
- C. Leverage custom person account object in SF
- D. Leverage standard account and contact object in SF
Answer: B
NEW QUESTION # 48
Universal Containers (UC) has a multi-level master-detail relationship for opportunities, a custom opportunity line item object, and a custom discount request. UC has opportunity as master and custom line item object as detail in master-detail relationship. UC also has a custom line item object as master and a custom discount request object as detail in another master-detail relationship. UC has a requirement to show all sums of discounts across line items at an opportunity level. What is the recommended solution to address these requirements?
- A. Roll-up discount request amount at the line-item-level and line-item-level summary discount at the opportunity level.
- B. Update the master-detail relationships to lookup relationships in order to allow the discount amount to roll up.
- C. Use roll-up for the line-item-level summary and a trigger for the opportunity amount summary, as only one level roll-up is allowed.
- D. Remove the master-detail relationships and rely completely on workflow/triggers to summarize the discount amount.
Answer: A
NEW QUESTION # 49
A customer monitors over 10,000 servers and these servers automatically record their status every 15 minutes The customer is required to maintain all of these status reports for a period of 10 years. Service Reps need access to up to one week's worth of these status reports with all of their details. What are two limits an architect should consider when recommending what data should be integrated into Salesforce and for how long it should be stored in Salesforce?
Choose 2 answers
- A. Workflow rule limits
- B. Webservice callout limits
- C. API Request limits
- D. Data storage limits
Answer: C,D
NEW QUESTION # 50
Two million Opportunities need to be loaded in different batches into Salesforce using the Bulk API in parallel mode.
What should an Architect consider when loading the Opportunity records?
- A. Create indexes on Opportunity object text fields.
- B. Order batches by Auto-number field.
- C. Use the Name field values to sort batches.
- D. Group batches by the AccountId field.
Answer: D
NEW QUESTION # 51
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. Schedule a weekly export file.
- C. Review projected data storage needs.
- D. Implement an AppExchange package.
Answer: A
NEW QUESTION # 52
Which two statements are accurate with respect to performance testing a Force.com application?
- A. All Force.com applications must be performance tested in a sandbox as well as production.
- B. A performance test plan must be created and submitted to Salesforce customer support.
- C. Applications with highly customized code or large volumes should be performance tested.
- D. Application performance benchmarked in a sandbox can also be expected in production.
Answer: B,C
NEW QUESTION # 53
Universal Containers (UC) is planning to move away from legacy CRM to Salesforce. As part of one-time data migration, UC will need to keep the original date when a contact was created in the legacy system. How should an Architect design the data migration solution to meet this requirement?
- A. Write an Apex trigger on the Contact object, before insert event to set the original value in a standard CreatedDate field.
- B. After the data is migrated, perform an update on all records to set the original date in a standard CreatedDate field.
- C. Create a new field on Contact object to capture the Created Date. Hide the standard CreatedDate field using Field -Level Security.
- D. Enable "Set Audit Fields" and assign the permission to the user loading the data for the duration of the migration.
Answer: D
NEW QUESTION # 54
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. Consider whether the data is required for sales reports, dashboards and KPI's.
- B. Ensure the data is CRM center and able to populate standard of custom objects.
- C. Determine if the data is driver of key process implemented within salesforce.
- D. Ensure there is a tight relationship between order data and an enterprise resource plaining (ERP) application.
- E. A selection of the tool required to replicate the data.
a. - Heroku Connect is required but this is confusing
Answer: B,C
NEW QUESTION # 55
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. Measure data completeness and accuracy
- B. Measure data timeliness and consistency
- C. Define key fields in staging database for data cleansing
- D. Finalize an extract transform load (ETL) tool for data migration
- E. Define data duplication standards and rules
Answer: A,B,E
NEW QUESTION # 56
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. Leverage Canvas to bring the order management UI in to the Salesforce tab.
- B. Build batch jobs to push order line items to Salesforce.
- C. Build real-time integration to pull order line items into Salesforce when viewing orders.
- D. Leverage Salesforce Connect to bring the order line item from the legacy system to Salesforce.
Answer: D
NEW QUESTION # 57
A custom pricing engine for a Salesforce customer has to be decided by factors with the following hierarchy:
1. State in which the customer is located
2. City in which the customer is located if available
3. Zip code in which the customer is located if available
4. Changes to this information should have minimum code change
What should a data architect recommend to maintain this information for the custom pricing engine that is to be built in Salesforce?
- A. Create a custom object to maintain the pricing criteria.
- B. Maintain required pricing criteria in custom metadata types.
- C. Assign the pricing criteria within custom pricing engine.
- D. Configure the pricing criteria in price books.
Answer: B
NEW QUESTION # 58
Universal Containers (UC) has a data model as shown in the image.
The Project object has a private sharing model, and it has Roll -Up summary fields to calculate the number of resources assigned to the project, total hours for the project, and the number of work items associated to the project. What should the architect consider, knowing there will be a large amount of time entry records to be loaded regularly from an external system into Salesforce.com?
- A. Load all data after deferring sharing calculations.
- B. Load all data using external IDs to link to parent records.
- C. Use triggers to calculate summary values instead of Roll -Up.
- D. Use workflow to calculate summary values instead of Roll -Up.
Answer: A
NEW QUESTION # 59
Cloud Kicks is launching a Partner Community, which will allow users to register shipment requests that are then processed by Cloud Kicks employees. Shipment requests contain header information, and then a list of no more than 5 items being shipped.
First, Cloud Kicks will introduce its community to 6,000 customers in North America, and then to 24,000 customers worldwide within the next two years. Cloud Kicks expects 12 shipment requests per week per customer, on average, and wants customers to be able to view up to three years of shipment requests and use Salesforce reports.
What is the recommended solution for the Cloud Kicks Data Architect to address the requirements?
- A. 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.
- 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 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.
Answer: D
NEW QUESTION # 60
Universal Containers (UC) maintains a collection of several million Account records that represent business in the United Sates. As a logistics company, this list is one of the most valuable and important components of UC's business, and the accuracy of shipping addresses is paramount. Recently it has been noticed that too many of the addresses of these businesses are inaccurate, or the businesses don't exist. Which two scalable strategies should UC consider to improve the quality of their Account addresses?
- A. Build a team of employees that validate Accounts by searching the web and making phone calls.
- B. Contact each business on the list and ask them to review and update their address information.
- C. Integrate with a third-party database or services for address validation and enrichment.
- D. Leverage Data.com Clean to clean up Account address fields with the D&B database.
Answer: C,D
NEW QUESTION # 61
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To prepare for the Salesforce Data-Architecture-And-Management-Designer exam, candidates should have a solid understanding of Salesforce's data architecture and management capabilities, as well as experience working with complex data structures in Salesforce. Candidates should also be familiar with data modeling techniques, data migration strategies, data governance best practices, and data integration methodologies.
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