This page lists the IAM roles and permissions for AutoML. To search through all roles and permissions, see the role and permission index .
AutoML roles
AutoML Admin Beta
( roles/
)
Full access to all AutoML resources
Lowest-level resources where you can grant this role:
- Dataset
- Model
automl.*
-
automl.annotationSpecs.create -
automl.annotationSpecs.delete -
automl.annotationSpecs.get -
automl.annotationSpecs.list -
automl.annotationSpecs.update -
automl.annotations.approve -
automl.annotations.create -
automl.annotations.list -
automl.annotations.manipulate -
automl.annotations.reject -
automl.columnSpecs.get -
automl.columnSpecs.list -
automl.columnSpecs.update -
automl.datasets.create -
automl.datasets.delete -
automl.datasets.export -
automl.datasets.get -
automl.datasets.getIamPolicy -
automl.datasets.import -
automl.datasets.list -
automl.datasets.setIamPolicy -
automl.datasets.update -
automl.examples.delete -
automl.examples.get -
automl.examples.list -
automl.examples.update -
automl.files.delete -
automl.files.list -
automl.humanAnnotationTasks. create -
automl.humanAnnotationTasks. delete -
automl.humanAnnotationTasks. get -
automl.humanAnnotationTasks. list -
automl.locations.get -
automl.locations.getIamPolicy -
automl.locations.list -
automl.locations.setIamPolicy -
automl.modelEvaluations.create -
automl.modelEvaluations.get -
automl.modelEvaluations.list -
automl.models.create -
automl.models.delete -
automl.models.deploy -
automl.models.export -
automl.models.get -
automl.models.getIamPolicy -
automl.models.list -
automl.models.predict -
automl.models.setIamPolicy -
automl.models.undeploy -
automl.operations.cancel -
automl.operations.delete -
automl.operations.get -
automl.operations.list -
automl.tableSpecs.get -
automl.tableSpecs.list -
automl.tableSpecs.update
resourcemanager.projects.get
resourcemanager.projects.list
serviceusage.services.get
serviceusage.services.list
AutoML Editor Beta
( roles/
)
Editor of all AutoML resources
Lowest-level resources where you can grant this role:
- Dataset
- Model
automl.annotationSpecs.*
-
automl.annotationSpecs.create -
automl.annotationSpecs.delete -
automl.annotationSpecs.get -
automl.annotationSpecs.list -
automl.annotationSpecs.update
automl.annotations.*
-
automl.annotations.approve -
automl.annotations.create -
automl.annotations.list -
automl.annotations.manipulate -
automl.annotations.reject
automl.columnSpecs.*
-
automl.columnSpecs.get -
automl.columnSpecs.list -
automl.columnSpecs.update
automl.datasets.create
automl.datasets.delete
automl.datasets.export
automl.datasets.get
automl.datasets.import
automl.datasets.list
automl.datasets.update
automl.examples.*
-
automl.examples.delete -
automl.examples.get -
automl.examples.list -
automl.examples.update
automl.files.*
-
automl.files.delete -
automl.files.list
automl.humanAnnotationTasks.*
-
automl.humanAnnotationTasks. create -
automl.humanAnnotationTasks. delete -
automl.humanAnnotationTasks. get -
automl.humanAnnotationTasks. list
automl.locations.get
automl.locations.list
automl.modelEvaluations.*
-
automl.modelEvaluations.create -
automl.modelEvaluations.get -
automl.modelEvaluations.list
automl.models.create
automl.models.delete
automl.models.deploy
automl.models.export
automl.models.get
automl.models.list
automl.models.predict
automl.models.undeploy
automl.operations.*
-
automl.operations.cancel -
automl.operations.delete -
automl.operations.get -
automl.operations.list
automl.tableSpecs.*
-
automl.tableSpecs.get -
automl.tableSpecs.list -
automl.tableSpecs.update
resourcemanager.projects.get
resourcemanager.projects.list
serviceusage.services.get
serviceusage.services.list
AutoML Predictor Beta
( roles/
)
Predict using models
Lowest-level resources where you can grant this role:
- Model
automl.models.predict
resourcemanager.projects.get
resourcemanager.projects.list
AutoML Service Agent
( roles/
)
AutoML service agent can act as Cloud Storage admin and export BigQuery tables, which can be backed by Cloud Storage and Cloud Bigtable.
bigquery.datasets.create
bigquery.datasets.get
bigquery.jobs.create
bigquery.tables.create
bigquery.tables.export
bigquery.tables.get
bigquery.tables.getData
bigquery.tables.update
bigquery.tables.updateData
bigtable.tables.get
bigtable.tables.list
bigtable.tables.readRows
serviceusage.services.use
storage.buckets.get
storage.objects.create
storage.objects.delete
storage.objects.get
storage.objects.list
storage.objects.update
AutoML Viewer Beta
( roles/
)
Viewer of all AutoML resources
Lowest-level resources where you can grant this role:
- Dataset
- Model
automl.annotationSpecs.get
automl.annotationSpecs.list
automl.annotations.list
automl.columnSpecs.get
automl.columnSpecs.list
automl.datasets.get
automl.datasets.list
automl.examples.get
automl.examples.list
automl.files.list
automl.
automl.
automl.locations.get
automl.locations.list
automl.modelEvaluations.get
automl.modelEvaluations.list
automl.models.get
automl.models.list
automl.operations.get
automl.operations.list
automl.tableSpecs.get
automl.tableSpecs.list
resourcemanager.projects.get
resourcemanager.projects.list
serviceusage.services.get
serviceusage.services.list
AutoML permissions
automl.annotationSpecs.create
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.annotationSpecs.delete
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.annotationSpecs.get
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
AutoML Viewer
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Firebase Develop Viewer
( roles/
)
Firebase Viewer
( roles/
)
Support User
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.annotationSpecs.list
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
AutoML Viewer
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Firebase Develop Viewer
( roles/
)
Firebase Viewer
( roles/
)
Security Admin
( roles/
)
Security Auditor
( roles/
)
Security Reviewer
( roles/
)
Support User
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.annotationSpecs.update
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.annotations.approve
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.annotations.create
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.annotations.list
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
AutoML Viewer
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Firebase Develop Viewer
( roles/
)
Firebase Viewer
( roles/
)
Security Admin
( roles/
)
Security Auditor
( roles/
)
Security Reviewer
( roles/
)
Support User
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.annotations.manipulate
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.annotations.reject
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.columnSpecs.get
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
AutoML Viewer
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Firebase Develop Viewer
( roles/
)
Firebase Viewer
( roles/
)
Support User
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.columnSpecs.list
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
AutoML Viewer
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Firebase Develop Viewer
( roles/
)
Firebase Viewer
( roles/
)
Security Admin
( roles/
)
Security Auditor
( roles/
)
Security Reviewer
( roles/
)
Support User
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.columnSpecs.update
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.datasets.create
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.datasets.delete
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.datasets.export
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Support User
( roles/
)
Service agent roles
- Cloud Translation API Service Agent
(
roles/)cloudtranslate.serviceAgent - Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent - Vertex AI Service Agent
(
roles/)aiplatform.serviceAgent
automl.datasets.get
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
AutoML Viewer
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Firebase Develop Viewer
( roles/
)
Firebase Viewer
( roles/
)
Support User
( roles/
)
Service agent roles
- Cloud Translation API Service Agent
(
roles/)cloudtranslate.serviceAgent - Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent - Vertex AI Service Agent
(
roles/)aiplatform.serviceAgent
automl.datasets.getIamPolicy
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Security Admin
( roles/
)
Security Auditor
( roles/
)
Security Reviewer
( roles/
)
Support User
( roles/
)
automl.datasets.import
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.datasets.list
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
AutoML Viewer
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Firebase Develop Viewer
( roles/
)
Firebase Viewer
( roles/
)
Security Admin
( roles/
)
Security Auditor
( roles/
)
Security Reviewer
( roles/
)
Support User
( roles/
)
Service agent roles
- Cloud Translation API Service Agent
(
roles/)cloudtranslate.serviceAgent - Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent - Vertex AI Service Agent
(
roles/)aiplatform.serviceAgent
automl.datasets.setIamPolicy
Owner
( roles/
)
AutoML Admin
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Security Admin
( roles/
)
automl.datasets.update
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.examples.delete
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.examples.get
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
AutoML Viewer
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Firebase Develop Viewer
( roles/
)
Firebase Viewer
( roles/
)
Support User
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.examples.list
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
AutoML Viewer
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Firebase Develop Viewer
( roles/
)
Firebase Viewer
( roles/
)
Security Admin
( roles/
)
Security Auditor
( roles/
)
Security Reviewer
( roles/
)
Support User
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.examples.update
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.files.delete
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.files.list
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
AutoML Viewer
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Firebase Develop Viewer
( roles/
)
Firebase Viewer
( roles/
)
Security Admin
( roles/
)
Security Auditor
( roles/
)
Security Reviewer
( roles/
)
Support User
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
AutoML Viewer
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Firebase Develop Viewer
( roles/
)
Firebase Viewer
( roles/
)
Support User
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
AutoML Viewer
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Firebase Develop Viewer
( roles/
)
Firebase Viewer
( roles/
)
Security Admin
( roles/
)
Security Auditor
( roles/
)
Security Reviewer
( roles/
)
Support User
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.locations.get
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
AutoML Viewer
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Firebase Develop Viewer
( roles/
)
Firebase Viewer
( roles/
)
Support User
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.locations.getIamPolicy
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Security Admin
( roles/
)
Security Auditor
( roles/
)
Security Reviewer
( roles/
)
Support User
( roles/
)
automl.locations.list
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
AutoML Viewer
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Firebase Develop Viewer
( roles/
)
Firebase Viewer
( roles/
)
Security Admin
( roles/
)
Security Auditor
( roles/
)
Security Reviewer
( roles/
)
Support User
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.locations.setIamPolicy
Owner
( roles/
)
AutoML Admin
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Security Admin
( roles/
)
automl.modelEvaluations.create
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.modelEvaluations.get
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
AutoML Viewer
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Firebase Develop Viewer
( roles/
)
Firebase Viewer
( roles/
)
Support User
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.modelEvaluations.list
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
AutoML Viewer
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Firebase Develop Viewer
( roles/
)
Firebase Viewer
( roles/
)
Security Admin
( roles/
)
Security Auditor
( roles/
)
Security Reviewer
( roles/
)
Support User
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent - Vertex AI Service Agent
(
roles/)aiplatform.serviceAgent
automl.models.create
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.models.delete
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.models.deploy
Owner
( roles/
)
Editor
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
)
Firebase Develop Admin
( roles/
)
Service agent roles
- Data Labeling Service Agent
(
roles/)datalabeling.serviceAgent
automl.models.export
Owner
( roles/
)
Editor
( roles/
)
Viewer
( roles/
)
AutoML Admin
( roles/
)
AutoML Editor
( roles/
)
Firebase Admin
( roles/
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Firebase Develop Admin
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(
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(
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(
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(
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(
roles/)datalabeling.serviceAgent - Vertex AI Service Agent
(
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(
roles/)datalabeling.serviceAgent
