Data 360 Consultant Practice Test 10 — 10 Questions

Question 1

A consultant is setting up an activation for an advertising platform and needs to ensure that only opted-out records are excluded. Where is consent typically managed and applied in Data Cloud for activations?

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

Accepted Answer

Filtered directly within the segment definition or through consent-based attributes. Consent preferences are mapped and enforced through DMOs (like Consent or Contact Point Consent) and applied during segment creation or activation filtering.

Answer

Managed exclusively inside the advertising platform's pixel settings

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Controlled by the Data Stream refresh rate

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Hardcoded in the activation target settings

Question 2

A financial services company is using Data Cloud and must ensure that data from specific high-net-worth accounts cannot be accessed or queried by users in standard regional business units, even within Calculated Insights. Which Data Cloud feature provides the necessary access control granularity?

Accepted Answer

Data Spaces combined with Data Space-aware permission sets. Data Spaces restrict data access across segments, insights, and activations, enforcing secure boundaries for queries and analytics.

Answer

Role-Hierarchy Sharing Rules

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Field-Level Security profiles on the Individual DMO

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Manual sharing via public groups

Question 3

A Data Cloud Consultant is setting up an activation for Marketing Cloud Engagement. The marketing team requires subscriber status updates to be reflected in real-time during a flash sale. Which feature must the consultant configure to support near-real-time streaming activation?

Accepted Answer

Configure a Streaming Activation targeting Marketing Cloud Engagement with a 15-minute refresh frequency.. Streaming activations are designed for near-real-time delivery to supported targets like Marketing Cloud Engagement using the Streaming Activation capability.

Answer

Set up a Batch Activation that runs every hour via Data Cloud orchestrations.

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Write a custom Apex trigger in Core CRM to pull segments from Data Cloud.

Answer

Use Data Actions to directly push raw DMO records without an activation target.

Question 4

A Data Cloud Consultant is reviewing storage consumption. They notice that the Identity Resolution ruleset has created a large number of Unified Individuals from disparate source records. Which component consumes the primary processing capacity during identity resolution runs?

Accepted Answer

Identity Resolution ruleset execution (match and reconciliation rules). Identity Resolution executes match rules and reconciliation rules to combine multiple individual records into a single unified profile, which is a resource-intensive batch process.

Answer

Data Stream ingestion frequency settings

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Calculated Insights aggregation queries

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Activation publishing jobs to external endpoints

Question 5

An administrator needs to ingest transactional log files from an Amazon S3 bucket into Data Cloud on a recurring schedule. Which setup steps are required to establish this connection?

Accepted Answer

Configure an Amazon S3 Cloud File Storage source connector and create a Data Stream.. Connecting Amazon S3 to Data Cloud requires configuring a Cloud File Storage connector with the appropriate authentication credentials, bucket details, and file format definitions.

Answer

Enable Change Data Capture on the S3 bucket properties.

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Write an inbound REST API script to push S3 files row-by-row.

Answer

Set up Marketing Cloud Connect to proxy the S3 files.

Question 6

When configuring Data Actions and Data Action Targets, which THREE settings or properties must be defined? (Choose three.)

Accepted Answer

The Data Action Target endpoint URL and authentication parameters.. Configuring Data Actions requires specifying the source event, the target destination endpoint, and payload formatting or field mappings.

Answer

The scheduled batch refresh frequency (e.g., nightly at midnight).

Answer

The Identity Resolution match rule threshold percentage.

Question 7

An architect is reviewing an identity resolution ruleset where customer records from a legacy billing system are frequently failing to link with CRM records because the legacy system stores names in ALL CAPS while CRM uses Title Case. What is the best way to handle this?

Accepted Answer

Ensure data streams map to standard DMO fields, as Data Cloud automatically applies normalization rules (such as case insensitivity and whitespace stripping) during matching.. Data Cloud normalization automatically standardizes text casing and whitespace during ingestion, but consultants should ensure fields are mapped to standard DMO attributes where normalization rules apply.

Answer

Write a custom SQL data transform to convert all legacy billing names to lowercase before ingestion.

Answer

Create a calculated insight to concatenate legacy billing names with CRM names.

Answer

Disable fuzzy matching and switch to Exact Name matching.

Question 8

Which user permission is required to create and publish activations in Data Cloud?

Accepted Answer

Data Cloud Activation Admin or equivalent custom permission set. Managing activations requires specific Data Cloud permission set licenses with activation administration rights.

Answer

Data Cloud Data Streaming Specialist

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Marketing Cloud Administrator only

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Salesforce CRM System Administrator

Question 9

A consultant is configuring an activation for a Meta Ads activation target. When mapping fields, the consultant notices that standard identifiers like hashed email are required. Why does Data Cloud enforce these specific identifier mappings for ad targets?

Accepted Answer

Ad platforms require specific hashed contact points to perform secure audience matching and identity resolution on their side.. Ad platforms require standardized hashed identifiers for secure matching against their user graphs.

Answer

Salesforce requires all ad activations to be encrypted with AES-256 before transit.

Answer

It enables Marketing Cloud Engagement to send push notifications.

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It prevents the segment from exceeding 100,000 records.

Question 10

Northern Trail Outfitters needs to ingest customer profile updates from Sales Cloud in near real-time. Which connector type should the consultant configure to achieve this requirement?

Accepted Answer

Salesforce CRM Data Stream using Change Data Capture. The Salesforce CRM connector leverages Change Data Capture (CDC) events to ingest data near real-time from Sales Cloud into Data Cloud.

Answer

Ingestion API with manual hourly triggers

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Google Cloud Storage bucket integration

Answer

Marketing Cloud Connect batch sync