DataScientist
Description: Grants permissions to AWS data analytics services.
DataScientist is an AWS managed policy.
Using this policy
You can attach DataScientist to your users, groups, and roles.
Policy details
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Type: Job function policy
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Creation time: November 10, 2016, 17:28 UTC
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Edited time: December 03, 2019, 16:48 UTC
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ARN:
arn:aws:iam::aws:policy/job-function/DataScientist
Policy version
Policy version: v5 (default)
The policy's default version is the version that defines the permissions for the policy. When a user or role with the policy makes a request to access an AWS resource, AWS checks the default version of the policy to determine whether to allow the request.
JSON policy document
{ "Version" : "2012-10-17", "Statement" : [ { "Action" : [ "autoscaling:*", "cloudwatch:*", "cloudformation:CreateStack", "cloudformation:DescribeStackEvents", "datapipeline:Describe*", "datapipeline:ListPipelines", "datapipeline:GetPipelineDefinition", "datapipeline:QueryObjects", "dynamodb:*", "ec2:CancelSpotInstanceRequests", "ec2:CancelSpotFleetRequests", "ec2:CreateTags", "ec2:DeleteTags", "ec2:Describe*", "ec2:ModifyImageAttribute", "ec2:ModifyInstanceAttribute", "ec2:ModifySpotFleetRequest", "ec2:RequestSpotInstances", "ec2:RequestSpotFleet", "elasticfilesystem:*", "elasticmapreduce:*", "es:*", "firehose:*", "fsx:DescribeFileSystems", "iam:GetInstanceProfile", "iam:GetRole", "iam:GetPolicy", "iam:GetPolicyVersion", "iam:ListRoles", "kinesis:*", "kms:List*", "lambda:Create*", "lambda:Delete*", "lambda:Get*", "lambda:InvokeFunction", "lambda:PublishVersion", "lambda:Update*", "lambda:List*", "machinelearning:*", "sdb:*", "rds:*", "sns:ListSubscriptions", "sns:ListTopics", "logs:DescribeLogStreams", "logs:GetLogEvents", "redshift:*", "s3:CreateBucket", "sns:CreateTopic", "sns:Get*", "sns:List*" ], "Effect" : "Allow", "Resource" : "*" }, { "Effect" : "Allow", "Action" : [ "s3:Abort*", "s3:DeleteObject", "s3:Get*", "s3:List*", "s3:PutAccelerateConfiguration", "s3:PutBucketCors", "s3:PutBucketLogging", "s3:PutBucketNotification", "s3:PutBucketTagging", "s3:PutObject", "s3:Replicate*", "s3:RestoreObject" ], "Resource" : [ "*" ] }, { "Effect" : "Allow", "Action" : [ "ec2:RunInstances", "ec2:TerminateInstances" ], "Resource" : [ "*" ] }, { "Effect" : "Allow", "Action" : [ "iam:PassRole" ], "Resource" : [ "arn:aws:iam::*:role/DataPipelineDefaultRole", "arn:aws:iam::*:role/DataPipelineDefaultResourceRole", "arn:aws:iam::*:role/EMR_EC2_DefaultRole", "arn:aws:iam::*:role/EMR_DefaultRole", "arn:aws:iam::*:role/kinesis-*" ] }, { "Effect" : "Allow", "Action" : [ "iam:PassRole" ], "Resource" : "*", "Condition" : { "StringEquals" : { "iam:PassedToService" : "sagemaker.amazonaws.com" } } }, { "Effect" : "Allow", "Action" : [ "sagemaker:*" ], "NotResource" : [ "arn:aws:sagemaker:*:*:domain/*", "arn:aws:sagemaker:*:*:user-profile/*", "arn:aws:sagemaker:*:*:app/*", "arn:aws:sagemaker:*:*:flow-definition/*" ] }, { "Effect" : "Allow", "Action" : [ "sagemaker:CreatePresignedDomainUrl", "sagemaker:DescribeDomain", "sagemaker:ListDomains", "sagemaker:DescribeUserProfile", "sagemaker:ListUserProfiles", "sagemaker:*App", "sagemaker:ListApps" ], "Resource" : "*" }, { "Effect" : "Allow", "Action" : [ "sagemaker:*FlowDefinition", "sagemaker:*FlowDefinitions" ], "Resource" : "*", "Condition" : { "StringEqualsIfExists" : { "sagemaker:WorkteamType" : [ "private-crowd", "vendor-crowd" ] } } } ] }
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