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AzureML Data Scientist

Azure Built-in Role

Role Information

Details and metadata

Role ID
f6c7c914-8db3-469d-8ca1-694a8f32e121
Type
BuiltInRole
Last Updated (Azure)
2023-06-01 15:29:07

Change History

Track all modifications to this role

2023-06-01 15:29:07 Initial Scan
View details 
{
  "properties": {
    "roleName": "AzureML Data Scientist",
    "type": "BuiltInRole",
    "description": "Can perform all actions within an Azure Machine Learning workspace, except for creating or deleting compute resources and modifying the workspace itself.",
    "assignableScopes": [
      "/"
    ],
    "permissions": [
      {
        "actions": [
          "Microsoft.MachineLearningServices/workspaces/*/read",
          "Microsoft.MachineLearningServices/workspaces/*/action",
          "Microsoft.MachineLearningServices/workspaces/*/delete",
          "Microsoft.MachineLearningServices/workspaces/*/write"
        ],
        "notActions": [
          "Microsoft.MachineLearningServices/workspaces/delete",
          "Microsoft.MachineLearningServices/workspaces/write",
          "Microsoft.MachineLearningServices/workspaces/computes/*/write",
          "Microsoft.MachineLearningServices/workspaces/computes/*/delete",
          "Microsoft.MachineLearningServices/workspaces/computes/listKeys/action",
          "Microsoft.MachineLearningServices/workspaces/listKeys/action",
          "Microsoft.MachineLearningServices/workspaces/hubs/write",
          "Microsoft.MachineLearningServices/workspaces/hubs/delete",
          "Microsoft.MachineLearningServices/workspaces/featurestores/write",
          "Microsoft.MachineLearningServices/workspaces/featurestores/delete"
        ],
        "dataActions": [],
        "notDataActions": []
      }
    ],
    "createdOn": "2021-07-14T21:51:06.036Z",
    "updatedOn": "2023-06-01T15:29:07.409Z",
    "createdBy": null,
    "updatedBy": null
  },
  "id": "/providers/Microsoft.Authorization/roleDefinitions/f6c7c914-8db3-469d-8ca1-694a8f32e121",
  "type": "Microsoft.Authorization/roleDefinitions",
  "name": "f6c7c914-8db3-469d-8ca1-694a8f32e121"
}

Latest Role JSON

Raw definition from Azure

{
  "properties": {
    "roleName": "AzureML Data Scientist",
    "type": "BuiltInRole",
    "description": "Can perform all actions within an Azure Machine Learning workspace, except for creating or deleting compute resources and modifying the workspace itself.",
    "assignableScopes": [
      "/"
    ],
    "permissions": [
      {
        "actions": [
          "Microsoft.MachineLearningServices/workspaces/*/read",
          "Microsoft.MachineLearningServices/workspaces/*/action",
          "Microsoft.MachineLearningServices/workspaces/*/delete",
          "Microsoft.MachineLearningServices/workspaces/*/write"
        ],
        "notActions": [
          "Microsoft.MachineLearningServices/workspaces/delete",
          "Microsoft.MachineLearningServices/workspaces/write",
          "Microsoft.MachineLearningServices/workspaces/computes/*/write",
          "Microsoft.MachineLearningServices/workspaces/computes/*/delete",
          "Microsoft.MachineLearningServices/workspaces/computes/listKeys/action",
          "Microsoft.MachineLearningServices/workspaces/listKeys/action",
          "Microsoft.MachineLearningServices/workspaces/hubs/write",
          "Microsoft.MachineLearningServices/workspaces/hubs/delete",
          "Microsoft.MachineLearningServices/workspaces/featurestores/write",
          "Microsoft.MachineLearningServices/workspaces/featurestores/delete"
        ],
        "dataActions": [],
        "notDataActions": []
      }
    ],
    "createdOn": "2021-07-14T21:51:06.036Z",
    "updatedOn": "2023-06-01T15:29:07.409Z",
    "createdBy": null,
    "updatedBy": null
  },
  "id": "/providers/Microsoft.Authorization/roleDefinitions/f6c7c914-8db3-469d-8ca1-694a8f32e121",
  "type": "Microsoft.Authorization/roleDefinitions",
  "name": "f6c7c914-8db3-469d-8ca1-694a8f32e121"
}

Effective Permissions

Operations granted by this role (277 total)

Permission Patterns (from role definition)

Actions 4 patterns
Microsoft.MachineLearningServices/workspaces/*/read Microsoft.MachineLearningServices/workspaces/*/action Microsoft.MachineLearningServices/workspaces/*/delete Microsoft.MachineLearningServices/workspaces/*/write
NotActions (excluded)
Microsoft.MachineLearningServices/workspaces/delete Microsoft.MachineLearningServices/workspaces/write Microsoft.MachineLearningServices/workspaces/computes/*/write Microsoft.MachineLearningServices/workspaces/computes/*/delete Microsoft.MachineLearningServices/workspaces/computes/listKeys/action Microsoft.MachineLearningServices/workspaces/listKeys/action Microsoft.MachineLearningServices/workspaces/hubs/write Microsoft.MachineLearningServices/workspaces/hubs/delete Microsoft.MachineLearningServices/workspaces/featurestores/write Microsoft.MachineLearningServices/workspaces/featurestores/delete

Control Plane Operations (277)

Data Plane Operations (0)

No data plane operations granted