{"slug":"iam-aws-sagemaker","cloud":"aws","service":"sagemaker","title":"Amazon SageMaker (IAM)","description":"Amazon SageMaker is a fully managed machine learning service that enables data scientists and developers to build, train, and deploy ML models at scale.","category":"ml","common_permissions":["sagemaker:ListJobs","sagemaker:DescribeJob","sagemaker:CreateJob","sagemaker:StopJob","sagemaker:ListModels"],"least_privilege_example":"{\n  \"Version\": \"2012-10-17\",\n  \"Statement\": [\n    {\n      \"Effect\": \"Allow\",\n      \"Action\": [\n        \"sagemaker:ListJobs\",\n        \"sagemaker:DescribeJob\",\n        \"sagemaker:CreateJob\",\n        \"sagemaker:StopJob\",\n        \"sagemaker:ListModels\"\n      ],\n      \"Resource\": \"*\"\n    }\n  ]\n}","warnings":["Avoid sagemaker:* — grants full control including delete and modify of models, endpoints, and jobs","Avoid sagemaker:DeleteModel and sagemaker:DeleteEndpoint unless explicitly needed for cleanup"],"docs":"https://servicereference.us-east-1.amazonaws.com/v1/sagemaker/sagemaker.json","tags":["iam","aws"],"last_verified":"2026-06-14T00:00:00.000Z","next_check":"2026-12-11T00:00:00.000Z","created_at":"2026-06-14T04:50:08.485Z","updated_at":"2026-06-14T04:50:08.485Z"}