Amazon SageMaker Role Manager
Note
After careful consideration, we have made the decision to close new customer access to Amazon Sagemaker Role Manager, effective 7/30/26. Existing customers can continue to use the service as normal. Amazon continues to invest in security and availability improvements for Role Manager, but we do not plan to introduce new features. For more information, see Role Manager availability change.
Machine learning (ML) administrators striving for least-privilege permissions with Amazon SageMaker AI must account for a diversity of industry perspectives, including the unique least-privilege access needs required for personas such as data scientists, machine learning operation (MLOps) engineers, and more. Use Amazon SageMaker Role Manager to build and manage persona-based IAM roles for common machine learning needs directly through the Amazon SageMaker AI console.
Amazon SageMaker Role Manager provides 3 preconfigured role personas and predefined permissions for common ML
activities. Explore the provided personas and their suggested policies, or create and
maintain roles for personas unique to your business needs. If you require additional
customization, specify networking and encryption permissions for Amazon Virtual Private Cloud