Data 360 Consultant Setup And Administration Practice Test 5 — 15 Questions

Question 1

An administrator is troubleshooting an Ingestion API stream where payloads are being rejected with a schema validation error. Where can the administrator inspect the expected schema definition required by the Ingestion API?

Choose an answer to begin — your selection is scored in the full session.

Accepted Answer

Data Cloud Setup > Ingestion API > select connection / stream bundle to view schema and endpoint details.. The Ingestion API schema is defined per connection/stream bundle, and Data Cloud Setup exposes it under the Ingestion API section where the administrator selects the specific connection or stream bundle to view the expected schema and endpoint details. This is the authoritative location because each stream bundle carries its own schema contract that the API enforces at ingest time. Inspecting it there lets the admin compare the rejected payload against the exact field names, types, and required attributes the endpoint expects.

Answer

Setup > Apex Classes > IngestionAPIController > Schema

Answer

Data Cloud Setup > Data Spaces > API Management > Schema Explorer

Answer

Setup > Integration > API Schemas > Salesforce Data Cloud

Question 2

An administrator has created a new Data Space named 'APAC'. Users assigned to the APAC permission set can see the data streams, but cannot see segments created in other Data Spaces. Is this expected behavior?

Accepted Answer

Yes, Data Spaces logically isolate segments, insights, and data objects, preventing cross-space visibility.. Data Spaces isolate segments, insights, and data model objects. Segments created in one Data Space are not visible or accessible in another Data Space, which is expected behavior.

Answer

No, segments must be manually published to all Data Spaces via Data Manager.

Answer

No, segments are global across all Data Spaces by default unless explicitly restricted by sharing rules.

Answer

Yes, but only if Platform Encryption is enabled on the segment objects.

Question 3

An administrator needs to schedule a batch data stream to ingest data from Amazon S3 every 4 hours instead of daily. Where is this frequency configured?

Accepted Answer

Edit the Data Stream schedule in Data Manager / Data Streams to select the desired 4-hour frequency.. Data stream refresh schedules are configured in the data stream properties during creation or by editing an existing stream in Data Manager / Data Streams.

Answer

Update the AWS EventBridge rule governing the S3 bucket trigger.

Answer

Configure a Cron expression in core Salesforce Setup > Scheduled Jobs.

Answer

Contact Salesforce Support to modify backend batch intervals.

Question 4

An administrator is configuring data streams from an Amazon S3 bucket. Which THREE requirements must be met for successful data ingestion? (Choose three.)

Accepted Answer

The data stream configuration must specify the correct file path prefix and naming convention.. AWS S3 integration requires proper bucket permissions, correct file formats (CSV, JSON, Parquet), and valid connector configuration in Data Cloud.

Answer

The S3 bucket must be configured with public read-write access for all external IP addresses.

Answer

Every CSV file must include an Apex trigger definition in the header row.

Question 5

An administrator needs to partition data and restrict visibility between different regions in Data Cloud. Which TWO features or configuration steps should be used? (Choose two.)

Accepted Answer

Data Spaces. Data Spaces and permission sets are the core tools used to partition data and restrict visibility in Data Cloud.

Answer

Global Organization-Wide Defaults (OWD) set to Private

Answer

Enterprise Business Unit mapping tables in Marketing Cloud Engagement

Answer

Core Salesforce Sharing Rules and Territory Management hierarchies

Question 6

An administrator is troubleshooting a failing Salesforce CRM data stream. Which THREE diagnostic steps or checks should the administrator perform in Salesforce Data Cloud? (Choose three.)

Accepted Answer

Verify that the Salesforce CRM connector bundle was successfully deployed and activated.. Troubleshooting CRM data streams involves checking stream run history, connector status, and data model mappings.

Answer

Check the core CRM Apex code coverage for all triggers in the organization.

Answer

Verify that all Data Model Objects have been converted to custom Salesforce objects in Object Manager.

Question 7

An administrator is configuring Identity Resolution in Data Cloud. Which THREE components must be defined as part of an Identity Resolution ruleset? (Choose three.)

Accepted Answer

Reconciliation Rules (e.g., precedence rules for selecting attribute values for unified profiles). Identity resolution rulesets require match rules, reconciliation rules, and target objects (Unified Individual/Contact).

Answer

Apex trigger validation scripts for custom match scoring

Answer

Core Salesforce duplicate management rules from CRM Setup

Question 8

A Salesforce administrator at Northern Trail Outfitters has provisioned Data Cloud and wants to control which users can create and modify Data Spaces, data streams, and other Data Cloud configuration objects. Which permission set license and permission set should be assigned to these users to grant the necessary administrative capabilities?

Accepted Answer

Data Cloud Admin permission set license and the Data Cloud Admin permission set. To administer Data Cloud, users need the Data Cloud Admin permission set license and the corresponding Data Cloud Admin permission set. The license enables the assignment of the permission set, which contains the necessary object and system permissions for managing Data Spaces, data streams, and other setup tasks. This combination is specifically designed for Data Cloud administrators.

Answer

Data Cloud User permission set license and the Data Cloud User permission set

Answer

Data Cloud Admin permission set license only

Answer

Salesforce System Administrator profile with the Data Cloud Admin permission set

Question 9

A Salesforce administrator at Northern Trail Outfitters is preparing to activate a new Data Cloud instance. The company processes payment data that must remain in the EU, but marketing data may be processed in the US. The administrator needs to ensure that the org's data is stored in the correct geographic region. Where is the data storage location for a Data Cloud instance determined?

Accepted Answer

By the geographic region selected during the Data Cloud provisioning process, which is tied to the Salesforce org's instance location.. Data Cloud data storage region is established when the instance is provisioned and is tied to the Salesforce org's instance location. It cannot be changed afterward, and Data Spaces, permission sets, or connector types do not alter physical residency. For regulated data, the org must be on an instance in the required region before Data Cloud is provisioned.

Answer

By the Data Cloud permission set assigned to the integration user, because permissions control which regional endpoints the user can access.

Answer

By the connector type used for ingestion, because connectors such as Amazon S3 or Salesforce CRM automatically store data in the region of the source system.

Answer

By the Data Space to which the data stream is assigned, because each Data Space inherits the locale of its parent Salesforce org.

Question 10

A data engineer at Get Cloudy Consulting has configured a Data Cloud data stream from Salesforce CRM. During the initial run, the stream fails with a 'permission denied' error. The engineer confirms the integration user has the Data Cloud Integration permission set and 'View All Data' in Salesforce CRM. Which additional permission or setting should the engineer verify to resolve the failure?

Accepted Answer

The integration user must have the 'Data Cloud Integration' permission set and the correct CRM object permissions, including access to the specific objects and fields being ingested.. A data stream from Salesforce CRM uses the integration user's permissions to read source objects and fields. View All Data alone does not bypass object-level or field-level security. The engineer must ensure the integration user has access to each object and field included in the stream, typically via a dedicated permission set with the required CRM object and field permissions.

Answer

The integration user must be assigned the 'Marketing Cloud Admin' permission set to enable cross-cloud data access.

Answer

The integration user must be assigned a Data Cloud permission set that includes the 'Data Cloud Admin' system permission.

Answer

The integration user must have the 'Modify All Data' permission in Salesforce CRM to allow Data Cloud to read all CRM objects.

Question 11

A Salesforce administrator at Northern Trail Outfitters notices that a newly created Data Space named 'EMEA' is not appearing in the Data Space switcher for any users, even though the Data Space was saved successfully. The administrator confirms that the Data Space exists in Data Cloud Setup. What is the most likely reason users cannot see or access the EMEA Data Space?

Accepted Answer

Users have not been assigned a permission set or profile that includes access to the EMEA Data Space.. Data Space access in Data Cloud is granted through permission sets or profiles that explicitly include the Data Space. Creating a Data Space in Setup does not automatically expose it to users; the administrator must assign the relevant permission set to the intended users. Without that assignment, the Data Space remains invisible in the switcher even though it exists and is configured correctly.

Answer

The Data Space must be linked to an active data stream before it can be viewed by users.

Answer

The Data Space must be activated from the Data Cloud Setup Home page before it becomes visible.

Answer

The Data Space name conflicts with an existing standard Data Space, so it is hidden from the switcher.

Question 12

A data engineer at Get Cloudy Consulting is configuring a data stream that ingests from an external object storage source. The engineer needs to ensure that only records modified after the last successful run are retrieved on subsequent scheduled runs, rather than re-ingesting the entire dataset. Which configuration should the engineer apply to the data stream?

Accepted Answer

Enable incremental refresh and select a timestamp or date field to identify newly modified records.. Incremental refresh with a designated timestamp or date field allows the connector to pull only records modified since the last successful run. This minimizes ingestion volume, reduces credit consumption, and aligns with the requirement to avoid re-ingesting the full dataset. The selected field must reliably reflect record modification time so the watermark comparison correctly identifies new or changed records.

Answer

Set the data stream to full refresh and rely on the connector to deduplicate records during ingestion.

Answer

Use a scheduled batch transform to compare source and target records and write only differences.

Answer

Configure a filter on the data stream that excludes records already present in the DMO.

Question 13

A Salesforce administrator at Coral Cloud Resorts has just provisioned Data Cloud. The administrator needs to give a group of marketing analysts access to Data Cloud features, including the ability to view and query data. Which permission set should the administrator assign to these analysts to provide the necessary access with least privilege?

Accepted Answer

Data Cloud User. Data Cloud User is the least-privilege permission set that grants access to view and query data in Data Cloud. It is intended for business users who need to explore data and run queries but do not require administrative or integration capabilities. Assigning Data Cloud Admin would over-privilege the analysts.

Answer

Data Cloud Admin

Answer

Data Cloud Integration

Answer

Data Cloud Data Aware Specialist

Question 14

A Salesforce administrator is reviewing Data Cloud activity and needs to determine which users have been assigned the Data Cloud permission set that grants access to Data Cloud features. Where can the administrator view the list of users assigned to a specific Data Cloud permission set?

Accepted Answer

In Salesforce Setup, navigate to Permission Sets, select the Data Cloud permission set, and view the Assigned Users related list.. Permission set assignments, including those for Data Cloud, are managed in Salesforce Setup under Permission Sets. Selecting the relevant permission set and viewing its Assigned Users related list shows every user who has been granted that permission set. This is the authoritative location for auditing who has Data Cloud access through a specific permission set.

Answer

In Setup, use the Login History related list on the user record to identify which users accessed Data Cloud.

Answer

In the Data Cloud Setup Home page, open the User Access tab to see all users with Data Cloud licenses.

Answer

In Data Cloud Setup, under the Permission Sets section, view the assigned users for each permission set.

Question 15

A Salesforce administrator at DreamHouse Realty is troubleshooting a Data Cloud data stream that has stopped ingesting data. The administrator checks the data stream status and sees 'Failed' with an error message about an expired credential. The data stream connects to an external Amazon S3 bucket. What should the administrator do to resolve this issue?

Accepted Answer

Update the credentials in the connector or data stream configuration and restart the stream.. An expired credential error on a data stream requires updating the credentials in the connector or data stream configuration. After updating, the administrator should restart the stream to resume ingestion. This preserves the stream's configuration and mappings while resolving the authentication failure.

Answer

Recreate the data stream from scratch, because failed streams cannot be edited.

Answer

Delete the Amazon S3 bucket and create a new one with the same name.

Answer

Assign the Data Cloud Admin permission set to the integration user to refresh the credentials automatically.