AWSBatchServiceRolePolicyForSageMaker

Last Modified

Apr 16, 2026

April 16, 2026 at 06:03 PM UTC

Version

Total Versions

Created

Apr 16, 2026

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Risk

Medium

The same capabilities in a scoped form, resource policy writes, reads across all data, or full access to a whole service. Read from this policy document alone: trust policies, boundaries and SCPs in your account still decide what actually succeeds. How this is assessed

Medium
Can launch resources that run as a more privileged role
Grants the actions of 1 documented escalation path, but only on named resources or under a condition. Review that scope before trusting it.
- sagemaker-002iam:PassRole + sagemaker:CreateTrainingJobscoped
  - iam:PassRole: condition iam:PassedToService
Use with caution: Check which roles, users or policies fall inside the scope shown above. Within it the escalation works as documented, so keep privileged principals out of it.

Policy Document

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65{
  "PolicyVersion": {
    "Document": {
      "Version": "2012-10-17",
      "Statement": [
        {
          "Effect": "Allow",
          "Action": [
            "sagemaker:CreateTrainingJob",
            "sagemaker:DescribeTrainingJob",
            "sagemaker:StopTrainingJob",
            "sagemaker:ListTags",
            "sagemaker:DeleteTrainingJob"
          ],
          "Resource": "arn:aws:sagemaker:*:*:training-job/AWSBatch*"
        },
        {
          "Effect": "Allow",
          "Action": [
            "sagemaker:CreateTrainingJob"
          ],
          "Resource": [
            "arn:aws:sagemaker:*:*:training-plan/*",
            "arn:aws:sagemaker:*:*:reserved-capacity/*"
          ]
        },
        {
          "Effect": "Allow",
          "Action": [
            "sagemaker:AddTags"
          ],
          "Resource": "arn:aws:sagemaker:*:*:training-job/AWSBatch*",
          "Condition": {
            "StringEquals": {
              "sagemaker:TaggingAction": "CreateTrainingJob"
            }
          }
        },
        {
          "Effect": "Allow",
          "Action": [
            "sagemaker:ListTrainingJobs",
            "sagemaker:Search"
          ],
          "Resource": "*"
        },
        {
          "Effect": "Allow",
          "Action": "iam:PassRole",
          "Resource": "*",
          "Condition": {
            "StringEquals": {
              "iam:PassedToService": [
                "sagemaker.amazonaws.com"
              ]
            }
          }
        }
      ]
    },
    "VersionId": "v2",
    "IsDefaultVersion": true,
    "CreateDate": "2026-04-16T17:27:13+00:00"
  }
}