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Update how-to-assign-roles.md
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articles/machine-learning/how-to-assign-roles.md

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ms.reviewer: None
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ms.author: larryfr
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author: Blackmist
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ms.date: 05/21/2025
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ms.date: 06/09/2025
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ms.custom: how-to, devx-track-azurecli, devx-track-arm-template, FY25Q1-Linter, ignite-2024
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monikerRange: 'azureml-api-1 || azureml-api-2'
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# Customer Intent: As an admin, I want to understand what permissions I need to assign resources so my users can accomplish their tasks.
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> [!IMPORTANT]
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> Role access can be scoped to multiple levels in Azure. For example, someone with owner access to a workspace may not have owner access to the resource group that contains the workspace. For more information, see [How Azure RBAC works](/azure/role-based-access-control/overview#how-azure-rbac-works).
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## Azure AI Administrator role (preview)
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## Azure AI Administrator role
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Prior to 11/19/2024, the system-assigned managed identity created for the workspace was automatically assigned the __Contributor__ role for the resource group that contains the workspace. Workspaces created after this date have the system-assigned managed identity assigned to the __Azure AI Administrator__ role. This role is more narrowly scoped to the minimum permissions needed for the managed identity to perform its tasks.
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The __Azure AI Administrator__ role is currently in public preview. If you encounter issues when using the Azure AI Administrator role with your workspace's managed identity, you can try [reverting to the Contributor role](#revert-to-the-contributor-role).
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The __Azure AI Administrator__ role is currently in public preview.
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[!INCLUDE [machine-learning-preview-generic-disclaimer](includes/machine-learning-preview-generic-disclaimer.md)]
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The __Azure AI Administrator__ role has the following permissions:
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```json

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