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Salesforce Certified Data Architect certification exam is a comprehensive test that covers a wide range of topics including data modeling, data integration, data governance, data security, and data management. Data-Architect exam is designed to assess the candidate's ability to design and implement complex data solutions in the Salesforce platform. Data-Architect exam consists of multiple-choice questions and performance-based scenarios that test the candidate's knowledge and skills.
Salesforce Data-Architect certification is highly valued in the industry, as it demonstrates the candidate's ability to design and manage complex data solutions on the Salesforce platform. It is a highly specialized certification that requires a deep understanding of Salesforce data architecture principles and best practices, as well as hands-on experience in implementing data solutions in real-world scenarios.
Salesforce Certified Data Architect certification is a valuable asset for professionals who are seeking to advance their careers in the Salesforce ecosystem. It demonstrates a high level of proficiency in designing and implementing complex data architecture solutions that meet the unique needs of organizations. Salesforce Certified Data Architect certification also provides access to a network of like-minded professionals who share best practices, tips, and insights on the latest trends and developments in data architecture.
NEW QUESTION # 122
A consumer products company has decided to use Salesforce for its contact center. The contact center agents need access to the following information in Service Console when a customer contacts them:
1. Customer browsing activity on its website stored on its on premise system
2. Customer interactions with sales associates at its retail stores maintained in Salesforce
3. Contact center interactions maintained in Salesforce
4. Email campaign activity to customer from its marketing systems.
What should a data architect do to fulfill these requirements with minimum development effort in Salesforce?
- A. Build customer view in Service Console with components that show website data and marketing data as mashup.
- B. Use Salesforce Connect to integrate the website and the marketing system into Service Console using external objects.
- C. Build custom components in Service Console to bring information from the marketing and website information.
- D. Create web tabs in Service Console to show website and marketing activities.
Answer: A
Explanation:
Building a customer view in Service Console with components that show website data and marketing data as mashup is the best option to fulfill the requirement with minimum development effort in Salesforce. A mashup is a technique that combines data from different sources into a single user interface. You can use Visualforce pages or Lightning components to create mashups that display data from external systems such as your website and marketing system. This way, you can provide your contact center agents with a comprehensive view of the customer information they need.
NEW QUESTION # 123
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. Metadata API
- B. Tooling API
- C. Bulk API in serial mode
- D. SOAP API
Answer: A
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 # 124
Northern trail Outfitters (NTO) runs its entire out of an enterprise data warehouse (EDW), NTD's sales team starting to use Salesforce after a recent implementation, but currently lacks data required to advanced and opportunity to the next stage.
NTO's management has research Salesforce Connect and would like to use It to virtualize and report on data from the EDW within Salesforce. NTO will be running thousands of reports per day across 10 to 15 external objects.
What should a data architect consider before implementing Salesforce Connect for reporting?
- A. OData callout limits per day
- B. Maximum page size for server-driven paging
- C. Maximum external objects per org
- D. Maximum number for records returned
Answer: A
NEW QUESTION # 125
A company wants to document the data architecture of a Salesforce organization.
What are two valid metadata types that should be included? (Choose two.)
- A. RecordType
- B. SecuritySettings
- C. Document
- D. CustomField
Answer: A,D
Explanation:
Option A is correct because RecordType is a valid metadata type that should be included in documenting the data architecture of a Salesforce organization1. RecordType defines different business processes, picklist values, and page layouts for different users2. Option C is correct because CustomField is another valid metadata type that should be included in documenting the data architecture of a Salesforce organization1. CustomField defines custom attributes for standard or custom objects3. Option B is not correct because Document is not a valid metadata type, but a standard object that stores documents in folders4. Option D is not correct because SecuritySettings is not a valid metadata type, but a setup menu that allows administrators to configure various security features such as password policies, network access, session settings, etc.
NEW QUESTION # 126
Universal Containers is setting up an external Business Intelligence (BI) system and wants to extract 1,000,000 Contact records. What should be recommended to avoid timeouts during the export process?
- A. Use the SOAP API to export data.
- B. Schedule a Batch Apex job to export the data.
- C. Utilize the Bulk API to export the data.
- D. Use GZIP compression to export the data.
Answer: D
Explanation:
According to the exam guide, one of the objectives is to "describe the use cases and considerations for using various tools and techniques for data migration (for example, Data Loader, Bulk API)"1. This implies that option B is the correct way to extract large volumes of data from Salesforce. The Bulk API is designed to handle large-scale data operations and avoid timeouts. Option A is not correct because the SOAP API is not optimized for large data sets and may encounter limits. Option C is not correct because GZIP compression does not prevent timeouts, but rather reduces the size of the data transferred. Option D is not correct because Batch Apex is used to process records asynchronously in Salesforce, not to export data to an external system.
NEW QUESTION # 127
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. Apex Class
- B. required Fields
- C. validation Rule
- D. Process Builder
Answer: C
NEW QUESTION # 128
UC has large amount of orders coming in from its online portal. Historically all order are assigned to a generic user.
Which 2 measures should data architect recommend to avoid any performance issues while working with large number of order records? Choose 2 answers:
- A. Create a pool of generic users and distribute the assignment of memory to the pool of users.
- B. Clear the role field in the generic user record.
- C. Create a role at top of role hierarchy and assign the role to the generic user.
- D. Salesforce handles the assignment of orders automatically and there is no performance impact.
Answer: B,C
Explanation:
Clearing the role field in the generic user record and creating a role at the top of the role hierarchy and assigning it to the generic user are two measures that can help avoid performance issues while working with large number of order records. These measures can prevent data skew and lock contention that may occur when a single user owns or shares a large number of records
NEW QUESTION # 129
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. Enable "Set Audit Fields" and assign the permission to the user loading the data for the duration of the migration.
- B. Write an Apex trigger on the Contact object, before insert event to set the original value in a standard Created Date field.
- C. Create a new field on the Contact object to capture the Created Date. Hide the standard Created Date field using Field -Level Security.
- D. After the data is migrated, perform an update on all records to set the original date in a standard Created Date field.
Answer: A
Explanation:
Enabling "Set Audit Fields" allows the user loading the data to set the value of the standard CreatedDate field to match the original date from the legacy system. This is a one-time permission that can be revoked after the migration is completed. The other options would either not work or require additional customization
NEW QUESTION # 130
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. Whatever system updates the attribute or object should be the system of record for that field or object.
- B. Account and opportunity data originates in Salesforce, and therefore Salesforce 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 integration data flow runs last will, by default, determine which system is the system of record.
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 # 131
DreamHouse Realty has a Salesforce deployment that manages Sales, Support, and Marketing efforts in a multi-system ERP environment. The company recently reached the limits of native reports and dashboards and needs options for providing more analytical insights.
What are two approaches an Architect should recommend? (Choose two.)
- A. Weekly Snapshots
- B. AppExchange Apps
- C. Setup Audit Trails
- D. Einstein Analytics
Answer: B,D
Explanation:
Einstein Analytics can provide more analytical insights than native reports and dashboards by allowing users to explore data from multiple sources, create interactive visualizations, and apply AI-powered features5. AppExchange Apps can also provide more analytical insights by offering pre-built solutions or integrations with external tools that can enhance the reporting and analytics capabilities of Salesforce6.
NEW QUESTION # 132
Universal Containers (UC) is migrating data from legacy system to Salesforce. During data analysis it was discovered that data types of fields being migrated do not match with Salesforce data types.
Which solution should a data architect use to ensure successful data migrations?
- A. Migrate legacy data to a staging database for mapping then leverage an ETL tool to transform the data and load into Salesforce.
- B. Migrate the legacy data leveraging an ETL tool to transform data types and load data into Salesforce.
- C. Export legacy data into CSV files and leverage data loader to load data into Salesforce.
- D. Export legacy data into the staging database and leverage stored procedures to transform data types before loading into Salesforce.
Answer: B
NEW QUESTION # 133
What is an advantage of using Custom metadata type over Custom setting?
- A. Custom metadata types are available for reporting.
- B. Custom metadata records are deployable using packages.
- C. Custom metadata records are not copied from production to sandbox.
- D. Custom metadata records are editable in Apex.
Answer: B
Explanation:
Custom metadata records are deployable using packages, which makes them easier to migrate from one environment to another. Custom settings records are not deployable using packages, and they are copied from production to sandbox. Custom metadata types are not available for reporting, and custom metadata records are not editable in Apex.
NEW QUESTION # 134
UC developers have created a new lightning component that uses an Apex controller using a SOQL query to populate a custom list view. Users are complaining that the component often fails to load and returns a time-out error.
What tool should a data architect use to identify why the query is taking too long?
- A. Use Splunk to query the system logs looking for transaction time and CPU usage.
- B. Use salesforce's query optimizer to analyze the query in the developer console.
- C. Open a ticket with salesforce support to retrieve transaction logs to e analyzed for processing time.
- D. Enable and use the query plan tool in the developer console.
Answer: D
Explanation:
According to the Salesforce documentation1, the query plan tool is a tool that can be enabled and used in the developer console to analyze the performance of a SOQL query. The query plan tool shows the cost, cardinality, sObject type, and relative cost of each query plan that Salesforce considers for a query. The relative cost indicates how expensive a query plan is compared to the Force.com query optimizer threshold. A query plan with a relative cost above 1.0 is likely to cause a time-out error.
To identify why the query is taking too long, a data architect should use the query plan tool in the developer console (option B). This way, the data architect can see which query plan is chosen by Salesforce and how it affects the performance of the query. The data architect can also use the query plan tool to optimize the query by adding indexes, filters, or limits to reduce the cost and improve the efficiency of the query.
Using Splunk to query the system logs looking for transaction time and CPU usage (option A) is not a good solution, as it can be complex, costly, and difficult to integrate with Salesforce. It may also not provide enough information or insights to identify and optimize the query performance. Using Salesforce's query optimizer to analyze the query in the developer console (option C) is also not a good solution, as it is not a separate tool that can be used in the developer console. The query optimizer is a feature that runs automatically when a SOQL query is executed and chooses the best query plan based on various factors2. Opening a ticket with Salesforce support to retrieve transaction logs to be analyzed for processing time (option D) is also not a good solution, as it can be time-consuming, dependent, and inefficient. It may also not provide enough information or insights to identify and optimize the query performance.
NEW QUESTION # 135
Universal Containers has implemented Salesforce for its operations. In order for customers to be created in their MDM solution, the customer record needs to have the following attributes:
1. First Name
2. Last Name
3. Email
Which option should the data architect recommend to mandate this when customers are created in Salesforce?
- A. Mark Fields for the attributes as required under Setup.
- B. Build validation in Integration with MDM to check required attributes.
- C. Create validation rules to check If the required attributes are entered.
- D. Configure Page Layout marking attributes as required fields.
Answer: C
NEW QUESTION # 136
A casino is implementing Salesforce and is planning to build a customer 360 degree view for a customer who visits its resorts. The casino currently maintains the following systems that record customer activity: L Point-of-sale system: All purchases for a customer
2. Salesforce; All customer service activity and sales activities for a customer
3. Mobile app: All bookings, preferences, and browser activity for a customer
4. Marketing: All email, SMS, and social campaigns for a customer
Customer service agents using Salesforce would like to view the activities from all four systems to provide support to customers. The information has to be current and real time.
What strategy should the data architect implement to satisfy this requirement?
- A. Explore external data sources in Salesforce to build a 360-degree view of the customer.
- B. Migrate customer activities fro, all four system into Salesforce.
- C. Periodically upload summary information in Salesforce to build a 360-degree view.
- D. Use a customer data mart to create the 360-degree view of the customer.
Answer: A
Explanation:
Exploring external data sources in Salesforce to build a 360 degree view of the customer (option A) is the best strategy to satisfy this requirement, as it allows customer service agents to view the activities from all four systems in real time without storing or replicating the data in Salesforce. Using a customer data mart to create the 360 degree view of the customer (option B) is not a good strategy, as it may introduce additional complexity and cost, and it does not leverage the native Salesforce features. Periodically uploading summary information in Salesforce to build a 360 degree view (option C) is also not a good strategy, as it may cause data latency and inconsistency, and it does not provide real-time information. Migrating customer activities from all four systems into Salesforce (option D) is also not a good strategy, as it may cause data redundancy and conflicts, and it does not scale well with large volumes of data.
NEW QUESTION # 137
Get Cloudy Consulting monitors 15,000 servers, and these servers automatically record their status every 10 minutes. Because of company policy, these status reports must be maintained for 5 years. Managers at Get Cloudy Consulting need access to up to one week's worth of these status reports with all of their details.
An Architect is recommending what data should be integrated into Salesforce and for how long it should be stored in Salesforce.
Which two limits should the Architect be aware of? (Choose two.)
- A. Workflow rule limits
- B. Webservice callout limits
- C. API Request limits
- D. Data storage limits
Answer: C,D
NEW QUESTION # 138
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. Contact Salesforce to enable Defer Sharing Rules
- B. Contact Salesforce to create Skinny tables on Shipment.
- C. Implement data archiving for old Shipment records.
- D. Configure shipment OWD to Public Read/Write.
Answer: A
NEW QUESTION # 139
Cloud Kicks currently has a Public Read/Write sharing model for the company's Contacts. Cloud Kicks management team requests that only the owner of a contact record be allowed to delete that contact.
What should an Architect do to meet these requirements?
- A. Set the Sharing settings as Public Read Only for the Contact object.
- B. Check if the current user is NOT the owner by creating a "before delete" trigger.
- C. Check if the current user is NOT the owner by creating a validation rule on the Contact object.
- D. Set the profile of the users to remove delete permission from the Contact object.
Answer: B
NEW QUESTION # 140
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