Data 360 Consultant Setup And Administration — 25 Questions

Question 1

An administrator needs to assign permission sets to users who will manage data streams and ingestion in Salesforce Data Cloud. Which permission set license must be assigned to the users first?

Accepted Answer

Data Cloud User Permission Set License. Data Cloud requires specific permission set licenses to be assigned before users can be granted functional permission sets like Data Cloud Admin or Data Cloud Marketing Specialist. The Data Cloud Admin or Data Cloud Use permission set license grants access to the core features.

Answer

Data Cloud Streaming API License

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Customer Data Platform Integration License

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Salesforce CRM Integration License

Question 2

An administrator needs to grant a user permissions to create and manage calculated insights and identity resolution rules without granting them full administrative rights over data connectors. Which standard permission set should be assigned?

Accepted Answer

Data Cloud Admin. Data Cloud provides out-of-the-box permission sets such as Data Cloud Admin, Data Cloud Marketing Specialist, and Data Cloud Admin / Data Cloud User. To manage insights and identity resolution without full admin rights, the Data Cloud Admin or specific functional combinations are used, but Data Cloud Admin covers rules. Let's look at the standard options.

Answer

Data Cloud Marketing Specialist

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Data Cloud Analytics User

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Data Cloud Integration User

Question 3

An administrator has added a new custom field to a Data Model Object (DMO) in Data Cloud. However, users are complaining that they cannot see the new field when building segments. What is the likely cause?

Accepted Answer

The field must also be mapped from a Data Source Object (DSO) to the DMO field for data to populate.. After modifying a DMO or mapping, administrators must ensure the field is mapped properly and that users have the correct field-level security or permission set updates if applicable. Also, segments rely on mapped fields in Data Model Objects.

Answer

Calculated insights must be rebuilt before a DMO field is available for segmentation.

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Data Cloud requires a manual restart of the segment job engine to recognize schema changes.

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The custom field must be explicitly added to the Identity Resolution ruleset configuration.

Question 4

Where in Salesforce Setup does an administrator navigate to initiate the provisioning process for a new Data Cloud org?

Accepted Answer

Setup > Quick Find > Data Cloud Setup. Data Cloud Setup is accessed directly from the main Salesforce Setup menu by searching for 'Data Cloud Setup' or navigating to the Data Cloud section.

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Setup > Platform Tools > Data Cloud Administration

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Setup > Apps > Connected Apps > Data Cloud

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Setup > Feature Settings > Data Cloud > Data Cloud Setup

Question 5

Which user interface in Salesforce is used by administrators to monitor the health, status, and row counts of data streams in Data Cloud?

Accepted Answer

Data Cloud Setup > Data Streams. Data Cloud Setup provides the Data Streams tab where administrators can monitor ingestion status, record counts, and errors.

Answer

Salesforce Optimizer

Answer

Data Cloud Setup > Monitoring > System Overview

Answer

Setup > Environments > Data Cloud Health Check

Question 6

Which permission set is required for a user to create and run segments in Data Cloud?

Accepted Answer

Data Cloud Marketing Specialist. Users who build and manage segments need the Data Cloud Marketing Specialist permission set or equivalent functional access.

Answer

Data Cloud Integration User

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Data Cloud Stream Viewer

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Data Cloud Data Engineer

Question 7

Which Salesforce tool should an administrator use to check overall license utilization and data storage consumption for Data Cloud?

Accepted Answer

Data Cloud Setup > Organization Setup / Usage. System Overview and Company Information in Salesforce Setup, alongside Data Cloud specific capacity monitors, show storage and usage.

Answer

Data Cloud Setup > Setup Audit Trail

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Salesforce Optimizer

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Setup > Company Information > Feature Licenses

Question 8

An administrator needs to restrict access to a specific Calculated Insight so that only members of the Data Engineering team can view or edit it. How should the administrator accomplish this?

Accepted Answer

Configure permission sets that grant access to calculated insights and assign them exclusively to the Data Engineering team.. Calculated insights are secured via Data Cloud permission sets and Data Space assignments. Restricting access involves configuring permission sets and assigning them appropriately.

Answer

Assign the users to a custom profile with Read-Only access to Calculated Insights.

Answer

Set the sharing model for Calculated Insight objects to Private in Sharing Settings.

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Place the calculated insights into a locked Data Space that blocks all users except administrators.

Question 9

Which tool is used to monitor the consumption of Data Cloud credits (such as ingestion, query, and storage credits)?

Accepted Answer

Data Cloud Setup > Usage Dashboard. Data Cloud Usage tab in Data Cloud Setup monitors credit consumption.

Answer

Salesforce Billing and Invoice Manager

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Data Manager > System Monitoring > Credits

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Setup > Company Information > Credit Ledger

Question 10

An administrator needs to ensure that users across different regions can only access segments created within their designated Data Space. How should the administrator configure segment creation?

Accepted Answer

Create the segments while logged into the specific Data Space context.. In Data Cloud (Data 360), a Data Space is a logical partition that isolates data, metadata, and segments by region or business unit. Creating a segment while logged into a specific Data Space context ensures the segment is scoped to that space, so users in other Data Spaces cannot see or access it. This is the built-in mechanism for regional segmentation isolation.

Answer

Assign the Global Segment Administrator permission set to all users.

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Apply a global filter in the Segment canvas referencing the user's region profile.

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Configure sharing rules on the Segment DMO in Object Manager.

Question 11

An administrator has configured a Calculated Insight that aggregates customer purchase totals. However, when users try to use this Calculated Insight in a segment, the insight is unavailable. What is the most likely administrative oversight?

Accepted Answer

The Calculated Insight has not been successfully published or built, or lacks the necessary object relationships for segmentation.. Calculated insights must be published and associated with the correct Data Space and object relationships to be available in segmentation.

Answer

The Calculated Insight must be exported to Amazon S3 before it can be used in segments.

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The user lacks the 'View Setup and Configuration' permission in core CRM.

Answer

Calculated insights cannot be used in segments; only Data Model Objects can be used.

Question 12

Which permission set license allows users to be assigned the 'Data Cloud Marketing Specialist' role?

Accepted Answer

Data Cloud User Permission Set License. Permission set licenses grant users eligibility for permission sets. The Data Cloud user or admin permission set license must be assigned first.

Answer

Customer Data Platform Integration License

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Salesforce Marketing Cloud Engagement License

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Platform Analytics License

Question 13

An administrator is setting up a new Salesforce Data Cloud org and needs to configure user access securely. Which TWO steps are required to grant a user access to Data Cloud administrative features? (Choose two.)

Accepted Answer

Assign the Data Cloud Admin permission set to the user.. Assigning administrative access in Data Cloud requires assigning the base permission set license followed by the appropriate administrative permission set (e.g., Data Cloud Admin).

Answer

Add the user to the Salesforce CRM Administrator public group.

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Grant the user the 'Customize Application' permission on their core Salesforce profile.

Answer

Enable the user as a Marketing Cloud administrator in Engagement setup.

Question 14

An administrator is planning to ingest real-time event data into Data Cloud. Which TWO methods or connectors can be utilized for streaming ingestion? (Choose two.)

Accepted Answer

Web and Mobile SDK (Interaction Data Streams). Real-time ingestion is supported via the Ingestion API and Web/Mobile SDKs (Interaction Studio / Web & Mobile streams).

Answer

Scheduled nightly CSV batch drops via Amazon S3

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Salesforce CRM nightly change data capture bundle

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Manual file upload via Data Cloud Setup every 12 hours

Question 15

A data engineer at Get Cloudy Consulting needs to ingest data from an external REST API that requires OAuth 2.0 authentication. They want to configure the connection in Data Cloud. Which feature should they use to securely store the credentials and configure the authentication?

Accepted Answer

Named Credential. Named Credentials are the correct feature to securely store authentication details for external services in Salesforce. When setting up a data stream from an external API in Data Cloud, you can specify a Named Credential that handles OAuth 2.0 authentication. This keeps credentials secure and simplifies connection management. External Credentials are used within Named Credentials but are not the primary feature for this purpose.

Answer

Data Cloud Ingestion API

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External Credential

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Connected App

Question 16

A Data Cloud consultant is setting up a new Data Space for a subsidiary company. The subsidiary should only see its own data and not data from other parts of the organization. Which feature should the consultant configure to ensure data isolation within the Data Space?

Accepted Answer

Data Space. Data Spaces provide logical isolation of data, metadata, and permissions in Data Cloud. By creating a dedicated Data Space for the subsidiary, you ensure that users assigned to that Data Space only see the data within it. This is the standard method for segregating data between different business units or subsidiaries. Other features like Permission Sets or Data Streams do not provide this level of isolation.

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Sharing Rule

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Permission Set

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Data Stream

Question 17

A Salesforce administrator at Universal Containers is setting up Data Cloud and needs to create a new Data Space for the 'Loyalty' team. The team should only see data related to loyalty, and the administrator must assign users to this Data Space. Which two actions must the administrator perform to make the Data Space available to the Loyalty team? (Choose two.)

Accepted Answer

Assign users to the Data Space by adding them to a permission set that includes the Data Space membership.. To make a Data Space available to a team, the administrator must create the Data Space and assign the relevant data streams and DMOs to it, then grant users access by assigning them to a permission set that includes the Data Space membership. Both actions are required; without either, the team cannot see or use the data.

Answer

Configure a data stream refresh schedule that runs only during loyalty program hours.

Answer

Create a new Salesforce profile for the Loyalty team and assign it the 'Data Cloud User' license.

Answer

Enable the 'Data Space Access' setting in Salesforce Setup under Data Cloud Settings.

Question 18

A Data Cloud administrator is configuring a new data stream from Salesforce CRM. They need to ensure that the data stream only ingests records that meet specific criteria, such as only active accounts. Which TWO features should the administrator use to filter the data during ingestion? (Choose two.)

Accepted Answer

Data Transform. Data Stream Filters and Data Transforms are both used to filter records during ingestion. Data Stream Filters apply conditions directly on the source data stream, while Data Transforms provide more advanced filtering and transformation capabilities using SQL-like expressions. Both can be used to ensure only records meeting specific criteria, such as active accounts, are ingested into Data Cloud.

Answer

Data Model Object

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Data Space

Answer

Identity Resolution

Question 19

An administrator at Northern Trail Outfitters has provisioned Data Cloud in a Salesforce org that already uses Person Accounts and a custom object called Loyalty_Tier__c. The administrator needs to bring Loyalty_Tier__c records into Data Cloud as a Data Model Object (DMO) so they can be used in segmentation. Which action should the administrator take first to make the custom object available for ingestion?

Accepted Answer

Create a data stream from the Loyalty_Tier__c object using the Salesforce CRM connector, then map fields to a new DMO in Data Cloud.. Custom CRM objects such as Loyalty_Tier__c become available in Data Cloud only after a data stream is created against them using the Salesforce CRM connector, at which point fields are mapped to a DMO. No Setup toggle or metadata cache refresh publishes custom objects automatically. Exporting to Amazon S3 is a valid alternative ingestion path but is not the recommended first step when the source object already lives in the same Salesforce org.

Answer

Create a formula field on Loyalty_Tier__c that concatenates the record ID and name, then refresh the Data Cloud metadata cache.

Answer

Export Loyalty_Tier__c records to Amazon S3 as CSV and ingest them through the Amazon S3 connector into a standard DMO.

Answer

Enable the Loyalty_Tier__c object for Data Cloud in Salesforce Setup by selecting it under Data Cloud Object Settings.

Question 20

A data architect at Universal Containers is setting up Data Cloud and needs to configure a new data stream from Salesforce CRM. The architect must ensure that the data stream is scoped to include only specific standard and custom objects relevant to the project. Which TWO actions must the architect take to accomplish this? (Choose two.)

Accepted Answer

During connector setup, ensure the Salesforce CRM connector is configured to use the correct org and then select only the desired objects before saving.. Scoping a Salesforce CRM data stream to specific objects is done during connector configuration. The architect must select the desired standard and custom objects and ensure the connector is pointed at the correct Salesforce org. These two actions together define which objects are ingested, keeping the data stream focused and efficient. Other actions like filters or permission sets support ingestion but do not determine object scope.

Answer

Create a permission set that grants access to the selected objects and assign it to the Data Cloud integration user.

Answer

Configure object-level filters on each data stream to exclude records that do not match project criteria.

Answer

After ingestion, create a batch transform to filter out records from objects that should not be included.