Best Preparations of Data-Architecture-And-Management-Designer Exam 2022 Salesforce Application Architect Unlimited 224 Questions
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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).
- Compare and contrast various techniques and considerations for designing a data model for the Customer 360 platform. (e.g. objects, fields & relationships, object features).
- Given a customer scenario, recommend approaches and techniques to avoid data skew (record locking, sharing calculation issues, and excessive child to parent relationships).
- Given a scenario, recommend approaches and techniques to design a scalable data model that obeys the current security and sharing model.
- 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.
2. Master Data Management: 5%
- 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 appropriate approaches and techniques to capture and maintain customer reference & metadata to preserve traceability and establish a common context for business rules
- Given a customer scenario, recommend approaches and techniques for consolidating data attributes from multiple sources. Discuss criteria and methodology for picking the winning attributes.
- 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.)
3. Salesforce Data Management: 25%
- 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.
- 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.
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, decide when to use virtualised data and describe virtualised data options.
- 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.
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.
NEW QUESTION 90
NTO has a loyalty program to reward repeat customers. The following conditions exists:
1. Reward levels are earned based on the amount spent during the previous 12 months.
2. The program will track every item a customer has bought and grant them points for discount.
3. The program generates 100 million records each month.
NTO customer support would like to see a summary of a customer's recent transaction and reward level(s) they have attained.
Which solution should the data architect use to provide the information within the salesforce for the customer support agents?
- A. Capture the reward program data in an external data store and present the 12 months trailing summary in salesforce using salesforce connect and then external object.
- B. Provide a button so that the agent can quickly open the point of sales system displaying the customer history.
- C. Create a custom big object to capture the reward program data and display it on the contact record and update nightly from the point-of-scale system.
- D. Create a custom object in salesforce to capture and store all reward program. Populate nightly from the point-of-scale system, and present on the customer record.
Answer: C
NEW QUESTION 91
As part of addressing general data protection regulation (GDPR) requirements, UC plans to implement a data classification policy for all its internal systems that stores customer information including salesforce.
What should a data architect recommend so that UC can easily classify consumer information maintained in salesforce under both standard and custom objects?
- A. Use data classification metadata fields available in field definition.
- B. Build reports for customer information and validate.
- C. Create a custom picklist field to capture classification of information on customer.
- D. Use App Exchange products to classify fields based on policy.
Answer: A
NEW QUESTION 92
Universal Containers (UC) requires 2 years of customer related cases to be available on SF for operational reporting. Any cases older than 2 years and upto 7 years need to be available on demand to the Service agents.
UC creates 5 million cases per yr.
Which 2 data archiving strategies should a data architect recommend? Choose 2 options:
- A. Use custom objects for cases older than 2 years and use nightly batch to move them.
- B. Use Heroku and external objects to display cases older than 2 years and bulk API to hard delete from Salesforce.
- C. Sync cases older than 2 years to an external database, and provide access to Service agents to the database
- D. Use Big objects for cases older than 2 years, and use nightly batch to move them.
Answer: B,D
NEW QUESTION 93
A company is introducing a new data quality process and needs an Architect to recommend an appropriate approach. The new process will monitor the data that users are manually entering into the system through the Salesforce UI.
Which recommendation is correct?
- A. Create data-quality dashboards by using an app from the AppExchange.
- B. Use a 3rd-party solution from the AppExchange for data uploads.
- C. Validate the format of phone numbers and postal codes by using Apex.
- D. Enable users to import their data using the Salesforce Import tools.
Answer: A
NEW QUESTION 94
Company S was recently acquired by Company
T. As part of the acquisition, all of the data for the Company S's Salesforce instance (source) must be migrated into the Company T's Salesforce instance (target). Company S has 6 million Case records.
An Architect has been tasked with optimizing the data load time.
What should the Architect consider to achieve this goal?
- A. Utilize the Salesforce Org Migration Tool from the Setup Data Management menu.
- B. Pre-process the data, then use Data Loader with SOAP API to upsert with zip compression enabled.
- C. Directly leverage Salesforce-to-Salesforce functionality to load Case data.
- D. Load the data in multiple sets using Bulk API parallel processes.
Answer: B
NEW QUESTION 95
UC recently migrated 1 Billion customer related records from a legacy data store to Heroku Postgres. A subset of the data need to be synchronized with salesforce so that service agents are able to support customers directly within the service console. The remaining non- synchronized set of data will need to be accessed by salesforce at any point in time, but UC management is concerned about storage limitations.
What should a data architect recommend to meet these requirements with minimal effort?
- A. Use Heroku connect to bi-directional, sync all data between systems.
- B. Migrate the data to big objects and leverage async SOQL with custom objects.
- C. Virtualize the remaining set of data with salesforce connect and external objects.
- D. As needed, make call outs into Heroku postgres and persist the data in salesforce.
Answer: C
NEW QUESTION 96
An Architect needs information about who is creating, changing, or deleting certain fields within the past four months.
How can the Architect access this information?
- A. Remove "customize application" permissions from everyone else.
- B. Create a field history report for the fields in question.
- C. After exporting the metadata, search it for the fields in question.
- D. After exporting the setup audit trail, find the fields in question.
Answer: D
NEW QUESTION 97
Universal Containers (UC) has implemented Sales Cloud and it has been noticed that Sales reps are not entering enough data to run insightful reports and dashboards. UC executives would like to monitor and measure data quality metrics. What solution addresses this requirement?
- A. Export the data to an enterprise data warehouse and use BI tools for data quality.
- B. Generate reports to view the quality of sample data.
- C. Use third-party AppExchange tools to monitor and measure data quality.
- D. Use custom objects and fields to calculate data quality.
Answer: C
NEW QUESTION 98
NTO has decided that it is going to build a channel sales portal with the following requirements:
1. External resellers are able to authenticate to the portal with a login.
2. Lead data, opportunity data and order data are available to authenticated users.
3. Authenticated users many need to run reports and dashboards.
4. There is no need for more than 10 custom objects or additional file storage.
Which community cloud license type should a data architect recommend to meet the portal requirements?
- A. Customer community plus.
- B. Lightning external apps starter.
- C. Partner community.
- D. Customer community.
Answer: C
NEW QUESTION 99
Developers at Universal Containers need to build a report for the business which displays Accounts opened in the past year grouped by industry. This report will also include information from contacts, opportunities, and orders. There are several million Accounts in the system. Which two options should be recommended to make this report perform well and satisfy the business need?
- A. Use triggers to populate denormalized related fields on the Account.
- B. Use an indexed data field with bounded data filters.
- C. Use unbounded date ranges to filter the report.
- D. Use Formula fields to surface information I related entities on the report.
Answer: B,C
NEW QUESTION 100
Universal Containers wishes to send data from Salesforce to an external system to generate invoices from their Order Management System (OMS). They want a Salesforce administrator to be able to customize which fields be sent to the external system without modifying code. What two approaches should an architect recommend to deliver the desired solution? Choose 2 answers
- A. A set<sobjectFieldset> to determine which fields to send in an HTTP callout.
- B. An Outbound Message to determine which fields to send to the OMS.
- C. Enable the field -level security permissions for the fields to send.
- D. A Field Set that determines which fields to send in an HTTP callout.
Answer: B,D
NEW QUESTION 101
Universal Containers (UC) is expecting to have nearly 5 million shipments records in its Salesforce org. Each shipment record has up to 10 child shipment item records. The Shipment custom object has an Organization-wide Default (OWD) sharing model set to Private and the Shipment Item custom object has a Master-Detail relationship to Shipment. There are 25 sharing rules set on the Shipment custom object, which allow shipment records to be shared to each of UC's 25 business areas around the globe. These sharing rules use public groups, one for each business area plus a number of groups for management and support roles. UC has a high turnover of Sales Reps and often needs to move Sales Reps between business areas in order to meet local demand. What feature would ensure that performance, when moving Sales Reps between regions, remains adequate while meeting existing requirements?
- A. Configure shipment OWD to Public Read/Write.
- B. Contact Salesforce to enable Defer Sharing Rules
- C. Contact Salesforce to create Skinny tables on Shipment.
- D. Implement data archiving for old Shipment records.
Answer: B
NEW QUESTION 102
An architect has been asked by a client to develop a solution that will integrate data and resolve duplicates and discrepancies between Salesforce and one or more external systems. What two factors should the architect take into consideration when deciding whether or not to use a Master Data Management system to achieve this solution?
Choose 2 answers
- A. Whether or not Salesforce replaced a legacy CRM.
- B. Whether the systems are cloud -based or on -premise.
- C. Whether the system of record changes for different tables.
- D. The number of systems that are integrating with each other.
Answer: C,D
NEW QUESTION 103
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. Assess whether the external data source is reachable via an ODATA endpoint.
- B. Identify the external tables to sync into external objects
- C. Configure a middleware tool to poll external table data
- D. Create a 2nd system Admin user for authentication to the external source.
- E. Develop an object relationship strategy.
Answer: A,B,E
NEW QUESTION 104
Universal Containers has a rollup summary field on account to calculate the count of contacts associated with an account. During the account load, Salesforce is throwing an "Unable to lock a row" error.
Which solution should a data architect recommend to resolve the error?
- A. Leverage data loader platform API to load data
- B. Perform batch job in serial mode, and reduce batch size
- C. Perform batch job in parallel mode, and reduce batch size
- D. Defer rollup summary fields calculation during data migration
Answer: B
Explanation:
Explanation/Reference: https://salesforce.stackexchange.com/questions/181798/roll-up-summary-implications-and-behind- the-scenes-calculations
NEW QUESTION 105
Universal Containers is creating a new B2C service offering for consumers to ship goods across continents.
This is in addition to their well-established B2B offering. Their current Salesforce org uses the standard Account object to track B2B customers. They are expecting to have over 50,000,000 consumers over the next five years across their 50 business regions. B2C customers will be individuals. Household data is not required to be stored. What is the recommended data model for consumer account data to be stored in Salesforce?
- A. Use the Account object with Person Accounts and a new B2C page layout.
- B. Use the Account object with a newly created Record Type for B2C customers.
- C. Use 50 umbrella Accounts for each region, with customers as associated Contacts.
- D. Create a new picklist value for B2C customers on the Account Type field.
Answer: A
NEW QUESTION 106
What are two key artifacts used to document the data architecture for a multi -system enterprise Salesforce implementation? Choose 2 answers
- A. Data model
- B. User stories
- C. Non-functional requirements
- D. Integration specification
Answer: A,D
NEW QUESTION 107
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