SF-Admin Data and Analytics Management — 30 Questions

Question 1

Universal Containers needs to prevent sales representatives from seeing sensitive financial information stored in a custom object, while still allowing them to view the Account records. What is the best way to restrict access to the custom object?

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

Accepted Answer

Set the Organization-Wide Default for the custom object to Private.. Salesforce security follows a layered model starting with Org-Wide Defaults. By setting the OWD to Private for the custom object, you restrict access regardless of higher-level permissions. This is critical for data governance, ensuring that sensitive data is siloed by default before opening up access via Roles or Sharing Rules, which prevents unauthorized data leakage across the organization.

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Remove the custom object tab from the user's Profile.

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Change the Profile to remove Read access to the object.

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Enable 'View All Data' on the user's Profile.

Question 2

Which TWO actions should an administrator take when setting up a new report to ensure that managers can analyze high-level sales trends while subordinates only see their own performance data? Choose TWO.

Accepted Answer

Use the 'My Team's' filter on the report to automatically scope data.. Utilizing standard report features like 'My Team's' filters and the Role Hierarchy is essential for maintaining data visibility requirements. By layering these with specific report folders, administrators can ensure that sensitive data remains isolated based on organizational structure, allowing managers to see aggregate data while subordinates remain restricted to their own individual territory and performance metrics.

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Enable 'Grant Access Using Hierarchies' on the report definition.

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Add a hardcoded filter for every individual user ID.

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Update the Org-Wide Default to Public Read Only.

Question 3

An administrator is troubleshooting a custom Apex class that calculates data volume for reporting. The query in the exhibit is failing to return expected results. What is the most likely cause?

Accepted Answer

The query fails to execute due to unoptimized query patterns on large datasets.. The issue stems from the Apex limit on SOQL queries, specifically the use of dynamic versus static binding or potential scope issues. However, the syntax provided is valid for a single query. The most common pitfall in this context is the lack of proper null handling or query performance issues when dealing with large datasets, often requiring query selectivity checks for indexed fields like CreatedDate.

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The query syntax is invalid for Salesforce SOQL.

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The Account object does not have an index on CreatedDate.

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The result exceeds the integer limit for a SOQL count query.

Question 4

An administrator is asked to provide a dataset that contains both Opportunity information and Account information, but only for accounts that have 'Active' status. What is the most efficient way to achieve this?

Accepted Answer

Create a custom report type with a primary object of Account.. Creating a custom report type allows the administrator to define the relationship between the Account and Opportunity objects and apply filters based on object fields. This ensures that the end-user does not need to manually filter out records, improving both usability and data accuracy by enforcing business logic at the report type level.

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Create a Joined report.

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Use a standard report and add a filter.

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Use the Data Loader to extract the records.

Question 5

An administrator needs to ensure that sensitive Lead data is exported only by authorized personnel. Which THREE features should be implemented to monitor or restrict this activity? Choose THREE.

Accepted Answer

Remove the 'Export Reports' permission from user Profiles.. Monitoring and restricting data exports is critical for compliance and security. By limiting export permissions, tracking login history, and using Event Monitoring, administrators can maintain a comprehensive audit trail of who is accessing sensitive data and when. This tiered approach provides both preventive controls and detective capabilities required for sensitive Lead management.

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Set the Org-Wide Default to Public Full Access.

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Create a Sharing Rule for all Leads.

Question 6

The exhibit shows a JSON-based policy configuration for an automated data export utility. Based on this configuration, what is the most significant risk in the current setup?

Accepted Answer

The 'user_scope' parameter lacks defined field-level constraints.. The policy relies on a 'profile_limited' scope without defining the specific criteria for the limitation. If the profile itself is not strictly configured to restrict data fields or row-level access, the export utility may still extract more data than intended. This highlights the importance of mapping technical policies to granular object-level security settings.

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The object field is set to Lead, which is too broad.

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The 'enforce_mfa' parameter is redundant for API exports.

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The action is set to 'export', which should be 'read'.

Question 7

A department manager has requested a report that shows the total value of all Opportunities, but the report is showing zero values for half of the records. What is the most likely reason for this discrepancy?

Accepted Answer

Field-Level Security restricts access to the Amount field.. When users cannot see data in a report, it is almost always due to security settings such as Field-Level Security or Record-Level access. In this case, if the manager cannot see the values, they likely lack access to the specific fields or the underlying records. Understanding these security layers is critical for troubleshooting data visibility issues in Salesforce.

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The report was created using a private report folder.

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The report is missing a filter for the Opportunity stage.

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The Opportunity records are owned by a different user.

Question 8

An organization is migrating to Salesforce and needs to ensure that data quality is maintained during and after the import process. Which THREE strategies should the administrator implement? Choose THREE.

Accepted Answer

Implement Validation Rules on critical fields.. Data quality is the cornerstone of effective analytics. Implementing validation rules, using import wizards with strict mapping, and cleaning data before import are essential steps. These strategies prevent 'dirty data' from entering the system, ensuring that reports and dashboards provide accurate, reliable insights for decision-makers across the entire enterprise, preventing the 'garbage in, garbage out' scenario.

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Grant 'Modify All Data' to all end users.

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Enable 'Account Hierarchy' for all imported records.

Question 9

A manager needs to see a graphical representation of the lead conversion rate over the last year. What is the most effective way to display this on a dashboard?

Accepted Answer

Use a Line Chart component.. A dashboard component that uses a report with the appropriate grouping and calculation is required. For conversion rates, a formula field in the report is needed to calculate the ratio. Displaying this graphically allows the manager to quickly identify trends, which is the primary goal of providing analytical dashboards in a fast-paced sales environment.

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Use a Gauge component.

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Use a Metric component.

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Use a Funnel chart.

Question 10

An administrator is tasked with updating thousands of records. Which method is most effective for ensuring that all data updates adhere to existing validation rules and triggers?

Accepted Answer

Use the Data Import Wizard.. The Data Import Wizard or Data Loader can be used, but ensuring they fire validation rules and triggers is the key constraint. The Data Import Wizard automatically triggers these, whereas Data Loader can be configured to do so. Understanding these tool differences is essential for administrators to avoid partial imports or bypassing critical business logic during bulk operations.

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Execute an anonymous Apex script.

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Use the 'Developer Console' to perform mass updates.

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Create a flow to bypass validation rules.

Question 11

Which TWO of the following are valid ways to share report data with users who do not have Salesforce licenses? Choose TWO.

Accepted Answer

Schedule the report to be emailed to an external address.. Sharing data with non-users requires external-facing solutions or platform-native sharing mechanisms that do not rely on license-bound authentication. Leveraging public report links or using features like Salesforce Sites or specialized integration tools are the standard ways to bridge the gap between internal analytics and external reporting needs, ensuring secure yet accessible data distribution.

Answer

Enable 'Public Report Access' in the report folder settings.

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Add the users to a public group and share the folder.

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Create a Chatter group and post the report link.

Question 12

Universal Containers wants to ensure that when a sales representative is deactivated, their assigned open opportunities remain visible to their manager without manually transferring each one. What is the recommended administrative solution to achieve this requirement?

Accepted Answer

Utilize the mass transfer tool available in setup during the user deactivation process to reassign open opportunities directly to the manager.. Deactivating a user breaks standard sharing access, but Salesforce provides an automated ownership and team transfer capability during the deactivation workflow. Administrators can seamlessly reassign open opportunities and accounts to a designated replacement user in bulk, preserving business continuity without requiring custom Apex triggers or manual record updates.

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Create an automated process flow that triggers on user deactivation to query and reassign all related open opportunities to the specified manager.

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Change the organization-wide default setting for opportunities to Public Read/Write so managers automatically gain access to all deactivated user records.

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Instruct the manager to use list views to manually edit the owner field on every individual open opportunity belonging to the former employee.

Question 13

Universal Containers wants to ensure that reports containing sensitive financial data can only be accessed by members of the Executive leadership team. Which TWO mechanisms should the administrator use to secure access to these reports? Choose 2 answers.

Accepted Answer

Store the sensitive reports in a private report folder and share that specific folder exclusively with the Executive role or public group.. Securing sensitive reports requires restricting access to the underlying folders where the reports are stored and ensuring the profiles or permission sets lack the View Reports in Public Folders permission. Folder-based sharing models provide granular control over who can view, edit, or manage specific report collections independently of object sharing rules.

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Modify the organization-wide default settings for the financial custom object to Private.

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Assign a custom validation rule to the report builder interface that blocks non-executive profiles from opening financial matrices.

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Create a sharing set on the Report object to automatically grant read access based on user profile criteria.

Question 14

An administrator has imported a batch of lead records using Data Loader, but notices that none of the automated assignment rules triggered during the insertion process. What must the administrator adjust in the Data Loader settings to ensure assignment rules execute properly?

Accepted Answer

Enable the Use Assignment Rules option within the Data Loader settings menu prior to executing the insert operation.. Data Loader operations bypass assignment rules by default unless explicitly instructed otherwise through the configuration settings or operation parameters. Enabling the specific assignment rule process flag ensures incoming records are evaluated against active lead or case routing logic upon insertion.

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Change the record type mapping in the mapping file to force the system evaluation engine to fire.

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Convert the insert operation into an upsert operation using an external ID field match.

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Remove all validation rules on the Lead object because they conflict with bulk assignment rule processing.

Question 15

Universal Containers plans to migrate legacy customer data into Salesforce. The administrator needs to ensure that historical creation dates and system audit fields reflect the original legacy timestamps instead of the current migration date. Which TWO actions must the administrator take to achieve this? Choose 2 answers.

Accepted Answer

Enable the Create Audit Fields on a Set of Records user permission and assign it to the migration user profile or permission set.. Migrating historical audit trails requires enabling the specific user permission to create records with historical timestamps and checking the corresponding feature toggle in User Interface setup. These administrative configurations allow standard system audit fields like CreatedDate and CreatedById to accept custom migration values.

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Write an Apex trigger that overrides the system timestamp values using system methods during before insert events.

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Configure a custom date field named Legacy_Created_Date__c and map all historical records to this custom field instead.

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Execute the data migration using the standard Data Import Wizard browser interface with administrator credentials.

Question 16

Universal Containers needs to ensure that data loaded into custom address fields complies with strict formatting guidelines before records are committed to the database. Which TWO native declarative tools should the administrator use to enforce data validation? Choose 2 answers.

Accepted Answer

Validation Rules utilizing formula functions such as REGEX to test formatting patterns against input strings.. Enforcing data validation declaratively across the platform involves configuring standard validation rules combined with field-level data type constraints or dependent picklists. Validation rules evaluate boolean formula conditions upon record creation and editing, blocking invalid entries and providing custom error messaging.

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Approval Processes configured to reject records that fail administrative formatting inspections.

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Assignment Rules configured with field update actions to overwrite unformatted text strings automatically.

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Sharing Rules established on the custom object to restrict users who input unformatted postal codes.

Question 17

A sales manager wants a dashboard that displays the total closed-won opportunity amount for the current quarter, grouped by region. The data must refresh automatically every hour. Which feature should the administrator use to achieve this?

Accepted Answer

Configure a Dashboard Subscription. Dashboard subscriptions in Salesforce are the primary mechanism for scheduling and delivering automated report snapshots to stakeholders. By configuring the dashboard to refresh on a schedule, the administrator ensures the sales manager receives accurate, up-to-date performance metrics directly in their inbox. This functionality is essential for maintaining visibility into high-level business KPIs without requiring manual intervention from the sales team.

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Enable 'Scheduled Refresh' on the dashboard object

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Create a Report Alert for the Opportunity object

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Use the Data Loader to refresh the dashboard

Question 18

Refer to the exhibit. Given the JSON configuration for a report type, why would a user be unable to see contact records associated with their accounts?

Accepted Answer

The include_related setting is false. The `include_related` parameter being set to `false` is the critical failure point here. In Salesforce report architecture, if a report type is not configured to include related records, the primary object's data will appear without the child records, regardless of sharing rules. This is a common configuration error when building custom reports that require secondary object data for comprehensive analysis and visibility.

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The sharing model is set to Private

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The report type is not active

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The user lacks the 'Report Builder' permission

Question 19

An administrator wants to ensure that a dashboard is always accurate for the viewing user. Which TWO features should be configured? (Select TWO)

Accepted Answer

Set the dashboard to 'View as the dashboard viewer'. Ensuring data accuracy in dashboards requires balancing security and visibility. By setting the dashboard to 'View as the dashboard viewer,' the system applies the individual user's security settings to the data. Additionally, scheduling a refresh ensures that the data is periodically updated, providing stakeholders with real-time insights based on their specific access levels, which maintains both data integrity and security compliance.

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Set the dashboard to 'View as a specific user'

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Enable 'Dynamic Dashboards' for all profiles

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Add a filter to the dashboard component

Question 20

An administrator is tasked with securing sensitive financial reports. Which THREE actions should they take? (Select THREE)

Accepted Answer

Store reports in a private folder with restricted access. Securing sensitive data requires a multi-layered approach. By utilizing private folders, the administrator restricts access to those who truly need it. Applying profile-based permissions ensures that only authorized users can run reports, and leveraging folder-level sharing provides granular control over who can view or edit the report definitions. These steps collectively minimize the risk of unauthorized data exposure in a complex organization.

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Set the report folder to 'Public Read-Only'

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Enable 'Report Builder' for all users