Role-Based Access Control (RBAC) for Data Quality

Calibo Accelerate uses Role-Based Access Control (RBAC) to ensure that only authorized users can access and manage Data Quality assets within a product. Permissions are assigned through product roles and are enforced across both Data Pipelines and Data Lab Profilers.

Data Quality Roles and Responsibilities

The following table summarizes the responsibilities of the supported Data Quality role.

Role	Responsibilities
Data Engineer	Create and manage Data Pipelines. Run and monitor pipeline executions. Configure and modify pipeline settings. Promote pipelines across environments. Create and manage Data Lab Profiler jobs. Run Data Lab Profiler jobs and review profiling results. Edit, delete, and cancel profiler jobs as required.

Data Quality Permission Matrix

The following table summarizes the permissions available for Data Quality assets.

Action	Data Engineer
Create pipeline	Yes
View pipeline and dashboard	Yes
Run pipeline	Yes
Edit pipeline configuration	Yes
Promote pipeline to a higher environment	Yes
Cancel pipeline run or in-progress job	Yes
Create Data Lab Profiler job	Yes
Run Data Lab Profiler job	Yes
Edit Data Lab Profiler job configuration	Yes
View Data Lab Profiler and profiling results	Yes
Delete Data Lab Profiler job	Yes
Cancel Data Lab Profiler job	Yes

Key RBAC Rules

Area	Rule
Product-Level Access	Users can access and manage Data Quality assets only within products where they have the required role.
Data Pipelines	Data Engineers can create, run, edit, promote, and manage pipelines.
Data Lab Profiler	Data Engineers can create, run, modify, view, and manage Data Lab Profiler jobs.
Role Stacking	Users assigned multiple product roles receive the combined permissions of all assigned roles.
Audit and Compliance	Data Quality activities are recorded in audit logs to support governance and traceability.

What's next? Databricks Data Analyzer