AmazonSageMakerJobRuntimeAccess

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Summary

Provides permissions for agent runtimes to invoke the Amazon SageMaker job runtime APIs used during model customization for sample generation, trajectory completion, and reward submission.

Permissions imported from the AWS Managed Policy Reference Guide; other sections pending editorial review.

Identity

ARN: arn:aws:iam::aws:policy/AmazonSageMakerJobRuntimeAccess
Default version: v2
Created: 2026-06-03
Last edited: 2026-08-07
Services: kms, sagemaker

Control-plane actions (2)

By access level: 2 Write.

Control-plane actions by service
Service	Granted	Access levels and limits	Granted by
KMS	2 of 58	2 Write; 2 restricted, 2 conditional	kms:Decrypt, kms:GenerateDataKey

KMS: 2 actions

kms:Decrypt (Write)
kms:GenerateDataKey (Write)

Data-plane actions (5)

By access level: 1 Read, 4 Write.

Data-plane actions by service
Service	Granted	Access levels and limits	Granted by
SageMaker	5 of 19	1 Read, 4 Write; 5 restricted, 5 conditional	sagemaker:CallWithBearerToken, sagemaker:CompleteRollout, sagemaker:Sample, sagemaker:SampleWithResponseStream, sagemaker:UpdateReward

SageMaker: 5 actions

sagemaker:CallWithBearerToken (Read)
sagemaker:CompleteRollout (Write)
sagemaker:Sample (Write)
sagemaker:SampleWithResponseStream (Write)
sagemaker:UpdateReward (Write)

Excluded and conditional actions

No patterns are excluded by NotAction or Deny statements.

Resource scope and attachment

Resource scope across granted actions: mixed.

Can be attached: Yes, to users, groups and roles.

Why this tier

Grants 6 write, tagging or permissions-management actions, short of full control of any service.

Guidance

Pending editorial review. The permission data on this page comes straight from AWS; this section will be filled in once a reviewed guide exists.

Same service

Same domain

Frequently asked questions

Pending editorial review. The permission data on this page comes straight from AWS; this section will be filled in once a reviewed guide exists.

Policy JSON

Download policy.json

{
  "Version": "2012-10-17",
  "Statement": [
    {
      "Sid": "SageMakerJobRuntimePermissions",
      "Effect": "Allow",
      "Action": [
        "sagemaker:Sample",
        "sagemaker:SampleWithResponseStream",
        "sagemaker:CompleteRollout",
        "sagemaker:UpdateReward"
      ],
      "Resource": "arn:aws:sagemaker:*:*:job/*",
      "Condition": {
        "StringEquals": {
          "aws:ResourceAccount": "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid": "BearerTokenPermissions",
      "Effect": "Allow",
      "Action": [
        "sagemaker:CallWithBearerToken"
      ],
      "Resource": "*",
      "Condition": {
        "StringEquals": {
          "aws:ResourceAccount": "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid": "KMSPermissionsForMTRLRuntime",
      "Effect": "Allow",
      "Action": [
        "kms:Decrypt",
        "kms:GenerateDataKey"
      ],
      "Resource": "arn:aws:kms:*:*:key/*",
      "Condition": {
        "StringEquals": {
          "aws:ResourceAccount": "${aws:PrincipalAccount}"
        },
        "StringLike": {
          "kms:ViaService": "sagemaker.*.amazonaws.com"
        }
      }
    }
  ]
}

Version history

Current version v2, edited by AWS on 2026-08-07. Version history is recorded from 2026-11-11. Earlier versions are in the IAM console under Policy versions.

Attach snippets

AWS CLI

aws iam attach-role-policy --role-name ROLE_NAME --policy-arn arn:aws:iam::aws:policy/AmazonSageMakerJobRuntimeAccess
aws iam attach-user-policy --user-name USER_NAME --policy-arn arn:aws:iam::aws:policy/AmazonSageMakerJobRuntimeAccess
aws iam attach-group-policy --group-name GROUP_NAME --policy-arn arn:aws:iam::aws:policy/AmazonSageMakerJobRuntimeAccess

CloudFormation

Resources:
  ExampleRole:
    Type: AWS::IAM::Role
    Properties:
      AssumeRolePolicyDocument: {}  # replace with your trust policy
      ManagedPolicyArns:
        - arn:aws:iam::aws:policy/AmazonSageMakerJobRuntimeAccess

Terraform

resource "aws_iam_role_policy_attachment" "amazonsagemakerjobruntimeaccess" {
  role       = aws_iam_role.example.name
  policy_arn = "arn:aws:iam::aws:policy/AmazonSageMakerJobRuntimeAccess"
}

CDK (TypeScript)

role.addManagedPolicy(
  iam.ManagedPolicy.fromAwsManagedPolicyName("AmazonSageMakerJobRuntimeAccess"),
);

Sources

Pending editorial review. No editorial sources are listed yet.