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← cd ~/roles
// roles/azure · ai-machine-learning

Azure AI Inference Deployment OperatorAzure built-in role

Can perform all actions required to create a resource deployment within a resource group.

Role ID3afb7f49-54cb-416e-8c09-6dc049efa503
CategoryAi-machine-learning
Actions3
Data actions0

What it can do

PermissionWhat it allows
Microsoft.Authorization/*/readAny read operation on anything under Microsoft.Authorization
Microsoft.Resources/deployments/*Every operation under Microsoft.Resources/deployments
Microsoft.Insights/AutoscaleSettings/writeCreate or update an autoscale setting

Assign it

Scope it as tightly as you can: a resource or resource group rather than the whole subscription.

azure cli
az role assignment create \
  --assignee "jane.doe@contoso.com" \
  --role "Azure AI Inference Deployment Operator" \
  --scope "/subscriptions/<subscription id>/resourceGroups/<resource group>"
powershell3 lines
New-AzRoleAssignment -SignInName "jane.doe@contoso.com" `
  -RoleDefinitionName "Azure AI Inference Deployment Operator" `
  -Scope "/subscriptions/<subscription id>/resourceGroups/<resource group>"
bicep7 lines
resource assignment 'Microsoft.Authorization/roleAssignments@2022-04-01' = {
  name: guid(resourceGroup().id, principalId, '3afb7f49-54cb-416e-8c09-6dc049efa503')
  properties: {
    roleDefinitionId: subscriptionResourceId('Microsoft.Authorization/roleDefinitions', '3afb7f49-54cb-416e-8c09-6dc049efa503')
    principalId: principalId
  }
}

Who already has it?

kql · azure resource graph
authorizationresources
| where type == "microsoft.authorization/roleassignments"
| where tostring(properties.roleDefinitionId) endswith "3afb7f49-54cb-416e-8c09-6dc049efa503"
| project principalId = tostring(properties.principalId), principalType = tostring(properties.principalType), scope = tostring(properties.scope)

Other ai-machine-learning roles

Find the smallest role for a task →

Sources