diff --git a/api/openapi-spec/swagger.json b/api/openapi-spec/swagger.json
index e6706ec5253..9df311f6316 100644
--- a/api/openapi-spec/swagger.json
+++ b/api/openapi-spec/swagger.json
@@ -4696,7 +4696,7 @@
         },
         "successPolicy": {
           "$ref": "#/definitions/io.k8s.api.batch.v1.SuccessPolicy",
-          "description": "successPolicy specifies the policy when the Job can be declared as succeeded. If empty, the default behavior applies - the Job is declared as succeeded only when the number of succeeded pods equals to the completions. When the field is specified, it must be immutable and works only for the Indexed Jobs. Once the Job meets the SuccessPolicy, the lingering pods are terminated.\n\nThis field is beta-level. To use this field, you must enable the `JobSuccessPolicy` feature gate (enabled by default)."
+          "description": "successPolicy specifies the policy when the Job can be declared as succeeded. If empty, the default behavior applies - the Job is declared as succeeded only when the number of succeeded pods equals to the completions. When the field is specified, it must be immutable and works only for the Indexed Jobs. Once the Job meets the SuccessPolicy, the lingering pods are terminated."
         },
         "suspend": {
           "description": "suspend specifies whether the Job controller should create Pods or not. If a Job is created with suspend set to true, no Pods are created by the Job controller. If a Job is suspended after creation (i.e. the flag goes from false to true), the Job controller will delete all active Pods associated with this Job. Users must design their workload to gracefully handle this. Suspending a Job will reset the StartTime field of the Job, effectively resetting the ActiveDeadlineSeconds timer too. Defaults to false.",
diff --git a/api/openapi-spec/v3/apis__batch__v1_openapi.json b/api/openapi-spec/v3/apis__batch__v1_openapi.json
index 2cabd878a47..1f6a1cbe476 100644
--- a/api/openapi-spec/v3/apis__batch__v1_openapi.json
+++ b/api/openapi-spec/v3/apis__batch__v1_openapi.json
@@ -388,7 +388,7 @@
                 "$ref": "#/components/schemas/io.k8s.api.batch.v1.SuccessPolicy"
               }
             ],
-            "description": "successPolicy specifies the policy when the Job can be declared as succeeded. If empty, the default behavior applies - the Job is declared as succeeded only when the number of succeeded pods equals to the completions. When the field is specified, it must be immutable and works only for the Indexed Jobs. Once the Job meets the SuccessPolicy, the lingering pods are terminated.\n\nThis field is beta-level. To use this field, you must enable the `JobSuccessPolicy` feature gate (enabled by default)."
+            "description": "successPolicy specifies the policy when the Job can be declared as succeeded. If empty, the default behavior applies - the Job is declared as succeeded only when the number of succeeded pods equals to the completions. When the field is specified, it must be immutable and works only for the Indexed Jobs. Once the Job meets the SuccessPolicy, the lingering pods are terminated."
           },
           "suspend": {
             "description": "suspend specifies whether the Job controller should create Pods or not. If a Job is created with suspend set to true, no Pods are created by the Job controller. If a Job is suspended after creation (i.e. the flag goes from false to true), the Job controller will delete all active Pods associated with this Job. Users must design their workload to gracefully handle this. Suspending a Job will reset the StartTime field of the Job, effectively resetting the ActiveDeadlineSeconds timer too. Defaults to false.",
diff --git a/pkg/apis/batch/types.go b/pkg/apis/batch/types.go
index 7c74106f430..11a5b0cc270 100644
--- a/pkg/apis/batch/types.go
+++ b/pkg/apis/batch/types.go
@@ -336,8 +336,6 @@ type JobSpec struct {
 	// When the field is specified, it must be immutable and works only for the Indexed Jobs.
 	// Once the Job meets the SuccessPolicy, the lingering pods are terminated.
 	//
-	// This field is beta-level. To use this field, you must enable the
-	// `JobSuccessPolicy` feature gate (enabled by default).
 	// +optional
 	SuccessPolicy *SuccessPolicy
 
diff --git a/pkg/controller/job/job_controller_test.go b/pkg/controller/job/job_controller_test.go
index 4ee6e28c016..7545513bcb1 100644
--- a/pkg/controller/job/job_controller_test.go
+++ b/pkg/controller/job/job_controller_test.go
@@ -1253,6 +1253,9 @@ func TestControllerSyncJob(t *testing.T) {
 			if tc.podIndexLabelDisabled {
 				// TODO: this will be removed in 1.35 when 1.31 will fall out of support matrix
 				featuregatetesting.SetFeatureGateEmulationVersionDuringTest(t, feature.DefaultFeatureGate, utilversion.MustParse("1.31"))
+			} else if !tc.jobSuccessPolicy {
+				// TODO: this will be removed in 1.36.
+				featuregatetesting.SetFeatureGateEmulationVersionDuringTest(t, feature.DefaultFeatureGate, utilversion.MustParse("1.32"))
 			}
 			featuregatetesting.SetFeatureGateDuringTest(t, feature.DefaultFeatureGate, features.PodIndexLabel, !tc.podIndexLabelDisabled)
 			featuregatetesting.SetFeatureGateDuringTest(t, feature.DefaultFeatureGate, features.JobPodReplacementPolicy, tc.jobPodReplacementPolicy)
@@ -2437,7 +2440,7 @@ func TestTrackJobStatusAndRemoveFinalizers(t *testing.T) {
 	}
 	for name, tc := range cases {
 		t.Run(name, func(t *testing.T) {
-			if !tc.enableJobBackoffLimitPerIndex {
+			if !tc.enableJobBackoffLimitPerIndex || !tc.enableJobSuccessPolicy {
 				// TODO: this will be removed in 1.36
 				featuregatetesting.SetFeatureGateEmulationVersionDuringTest(t, feature.DefaultFeatureGate, utilversion.MustParse("1.32"))
 			}
@@ -5175,7 +5178,7 @@ func TestSyncJobWithJobSuccessPolicy(t *testing.T) {
 	}
 	for name, tc := range testCases {
 		t.Run(name, func(t *testing.T) {
-			if !tc.enableBackoffLimitPerIndex {
+			if !tc.enableBackoffLimitPerIndex || !tc.enableJobSuccessPolicy {
 				// TODO: this will be removed in 1.36
 				featuregatetesting.SetFeatureGateEmulationVersionDuringTest(t, feature.DefaultFeatureGate, utilversion.MustParse("1.32"))
 			}
diff --git a/pkg/controller/job/success_policy_test.go b/pkg/controller/job/success_policy_test.go
index 6bf629e43b6..c74a758601e 100644
--- a/pkg/controller/job/success_policy_test.go
+++ b/pkg/controller/job/success_policy_test.go
@@ -21,6 +21,7 @@ import (
 
 	"github.com/google/go-cmp/cmp"
 	batch "k8s.io/api/batch/v1"
+	utilversion "k8s.io/apimachinery/pkg/util/version"
 	"k8s.io/apiserver/pkg/util/feature"
 	featuregatetesting "k8s.io/component-base/featuregate/testing"
 	"k8s.io/klog/v2/ktesting"
@@ -391,6 +392,10 @@ func TestMatchSuccessPolicy(t *testing.T) {
 	}
 	for name, tc := range testCases {
 		t.Run(name, func(t *testing.T) {
+			if !tc.enableJobSuccessPolicy {
+				// TODO: this will be removed in 1.36.
+				featuregatetesting.SetFeatureGateEmulationVersionDuringTest(t, feature.DefaultFeatureGate, utilversion.MustParse("1.32"))
+			}
 			featuregatetesting.SetFeatureGateDuringTest(t, feature.DefaultFeatureGate, features.JobSuccessPolicy, tc.enableJobSuccessPolicy)
 			logger := ktesting.NewLogger(t,
 				ktesting.NewConfig(
diff --git a/pkg/features/versioned_kube_features.go b/pkg/features/versioned_kube_features.go
index a9e0253417c..41396e28f60 100644
--- a/pkg/features/versioned_kube_features.go
+++ b/pkg/features/versioned_kube_features.go
@@ -434,6 +434,7 @@ var defaultVersionedKubernetesFeatureGates = map[featuregate.Feature]featuregate
 	JobSuccessPolicy: {
 		{Version: version.MustParse("1.30"), Default: false, PreRelease: featuregate.Alpha},
 		{Version: version.MustParse("1.31"), Default: true, PreRelease: featuregate.Beta},
+		{Version: version.MustParse("1.33"), Default: true, PreRelease: featuregate.GA, LockToDefault: true}, // remove in 1.36
 	},
 
 	KubeletCgroupDriverFromCRI: {
diff --git a/pkg/generated/openapi/zz_generated.openapi.go b/pkg/generated/openapi/zz_generated.openapi.go
index 17a71439d69..e945d4460a0 100644
--- a/pkg/generated/openapi/zz_generated.openapi.go
+++ b/pkg/generated/openapi/zz_generated.openapi.go
@@ -17715,7 +17715,7 @@ func schema_k8sio_api_batch_v1_JobSpec(ref common.ReferenceCallback) common.Open
 					},
 					"successPolicy": {
 						SchemaProps: spec.SchemaProps{
-							Description: "successPolicy specifies the policy when the Job can be declared as succeeded. If empty, the default behavior applies - the Job is declared as succeeded only when the number of succeeded pods equals to the completions. When the field is specified, it must be immutable and works only for the Indexed Jobs. Once the Job meets the SuccessPolicy, the lingering pods are terminated.\n\nThis field is beta-level. To use this field, you must enable the `JobSuccessPolicy` feature gate (enabled by default).",
+							Description: "successPolicy specifies the policy when the Job can be declared as succeeded. If empty, the default behavior applies - the Job is declared as succeeded only when the number of succeeded pods equals to the completions. When the field is specified, it must be immutable and works only for the Indexed Jobs. Once the Job meets the SuccessPolicy, the lingering pods are terminated.",
 							Ref:         ref("k8s.io/api/batch/v1.SuccessPolicy"),
 						},
 					},
diff --git a/pkg/registry/batch/job/strategy_test.go b/pkg/registry/batch/job/strategy_test.go
index 1f9f129f711..1c766c4c9ff 100644
--- a/pkg/registry/batch/job/strategy_test.go
+++ b/pkg/registry/batch/job/strategy_test.go
@@ -513,7 +513,7 @@ func TestJobStrategy_PrepareForUpdate(t *testing.T) {
 
 	for name, tc := range cases {
 		t.Run(name, func(t *testing.T) {
-			if !tc.enableJobBackoffLimitPerIndex {
+			if !tc.enableJobBackoffLimitPerIndex || !tc.enableJobSuccessPolicy {
 				// TODO: this will be removed in 1.36
 				featuregatetesting.SetFeatureGateEmulationVersionDuringTest(t, utilfeature.DefaultFeatureGate, utilversion.MustParse("1.32"))
 			}
@@ -898,7 +898,7 @@ func TestJobStrategy_PrepareForCreate(t *testing.T) {
 
 	for name, tc := range cases {
 		t.Run(name, func(t *testing.T) {
-			if !tc.enableJobBackoffLimitPerIndex {
+			if !tc.enableJobBackoffLimitPerIndex || !tc.enableJobSuccessPolicy {
 				// TODO: this will be removed in 1.36
 				featuregatetesting.SetFeatureGateEmulationVersionDuringTest(t, utilfeature.DefaultFeatureGate, utilversion.MustParse("1.32"))
 			}
@@ -3538,6 +3538,10 @@ func TestStatusStrategy_ValidateUpdate(t *testing.T) {
 	}
 	for name, tc := range cases {
 		t.Run(name, func(t *testing.T) {
+			if !tc.enableJobSuccessPolicy {
+				// TODO: this will be removed in 1.36.
+				featuregatetesting.SetFeatureGateEmulationVersionDuringTest(t, utilfeature.DefaultFeatureGate, utilversion.MustParse("1.32"))
+			}
 			featuregatetesting.SetFeatureGateDuringTest(t, utilfeature.DefaultFeatureGate, features.JobManagedBy, tc.enableJobManagedBy)
 			featuregatetesting.SetFeatureGateDuringTest(t, utilfeature.DefaultFeatureGate, features.JobSuccessPolicy, tc.enableJobSuccessPolicy)
 			featuregatetesting.SetFeatureGateDuringTest(t, utilfeature.DefaultFeatureGate, features.JobPodReplacementPolicy, tc.enableJobPodReplacementPolicy)
diff --git a/staging/src/k8s.io/api/batch/v1/generated.proto b/staging/src/k8s.io/api/batch/v1/generated.proto
index 62c64112a08..d3aeae0adb4 100644
--- a/staging/src/k8s.io/api/batch/v1/generated.proto
+++ b/staging/src/k8s.io/api/batch/v1/generated.proto
@@ -222,8 +222,6 @@ message JobSpec {
   // When the field is specified, it must be immutable and works only for the Indexed Jobs.
   // Once the Job meets the SuccessPolicy, the lingering pods are terminated.
   //
-  // This field is beta-level. To use this field, you must enable the
-  // `JobSuccessPolicy` feature gate (enabled by default).
   // +optional
   optional SuccessPolicy successPolicy = 16;
 
diff --git a/staging/src/k8s.io/api/batch/v1/types.go b/staging/src/k8s.io/api/batch/v1/types.go
index cf64a93cd30..6c0007c21e4 100644
--- a/staging/src/k8s.io/api/batch/v1/types.go
+++ b/staging/src/k8s.io/api/batch/v1/types.go
@@ -343,8 +343,6 @@ type JobSpec struct {
 	// When the field is specified, it must be immutable and works only for the Indexed Jobs.
 	// Once the Job meets the SuccessPolicy, the lingering pods are terminated.
 	//
-	// This field is beta-level. To use this field, you must enable the
-	// `JobSuccessPolicy` feature gate (enabled by default).
 	// +optional
 	SuccessPolicy *SuccessPolicy `json:"successPolicy,omitempty" protobuf:"bytes,16,opt,name=successPolicy"`
 
@@ -638,13 +636,9 @@ const (
 	JobReasonFailedIndexes string = "FailedIndexes"
 	// JobReasonSuccessPolicy reason indicates a SuccessCriteriaMet condition is added due to
 	// a Job met successPolicy.
-	// https://kep.k8s.io/3998
-	// This is currently a beta field.
 	JobReasonSuccessPolicy string = "SuccessPolicy"
 	// JobReasonCompletionsReached reason indicates a SuccessCriteriaMet condition is added due to
 	// a number of succeeded Job pods met completions.
-	// - https://kep.k8s.io/3998
-	// This is currently a beta field.
 	JobReasonCompletionsReached string = "CompletionsReached"
 )
 
diff --git a/staging/src/k8s.io/api/batch/v1/types_swagger_doc_generated.go b/staging/src/k8s.io/api/batch/v1/types_swagger_doc_generated.go
index 379385ac989..ffd4e4f5fea 100644
--- a/staging/src/k8s.io/api/batch/v1/types_swagger_doc_generated.go
+++ b/staging/src/k8s.io/api/batch/v1/types_swagger_doc_generated.go
@@ -116,7 +116,7 @@ var map_JobSpec = map[string]string{
 	"completions":             "Specifies the desired number of successfully finished pods the job should be run with.  Setting to null means that the success of any pod signals the success of all pods, and allows parallelism to have any positive value.  Setting to 1 means that parallelism is limited to 1 and the success of that pod signals the success of the job. More info: https://kubernetes.io/docs/concepts/workloads/controllers/jobs-run-to-completion/",
 	"activeDeadlineSeconds":   "Specifies the duration in seconds relative to the startTime that the job may be continuously active before the system tries to terminate it; value must be positive integer. If a Job is suspended (at creation or through an update), this timer will effectively be stopped and reset when the Job is resumed again.",
 	"podFailurePolicy":        "Specifies the policy of handling failed pods. In particular, it allows to specify the set of actions and conditions which need to be satisfied to take the associated action. If empty, the default behaviour applies - the counter of failed pods, represented by the jobs's .status.failed field, is incremented and it is checked against the backoffLimit. This field cannot be used in combination with restartPolicy=OnFailure.",
-	"successPolicy":           "successPolicy specifies the policy when the Job can be declared as succeeded. If empty, the default behavior applies - the Job is declared as succeeded only when the number of succeeded pods equals to the completions. When the field is specified, it must be immutable and works only for the Indexed Jobs. Once the Job meets the SuccessPolicy, the lingering pods are terminated.\n\nThis field is beta-level. To use this field, you must enable the `JobSuccessPolicy` feature gate (enabled by default).",
+	"successPolicy":           "successPolicy specifies the policy when the Job can be declared as succeeded. If empty, the default behavior applies - the Job is declared as succeeded only when the number of succeeded pods equals to the completions. When the field is specified, it must be immutable and works only for the Indexed Jobs. Once the Job meets the SuccessPolicy, the lingering pods are terminated.",
 	"backoffLimit":            "Specifies the number of retries before marking this job failed. Defaults to 6",
 	"backoffLimitPerIndex":    "Specifies the limit for the number of retries within an index before marking this index as failed. When enabled the number of failures per index is kept in the pod's batch.kubernetes.io/job-index-failure-count annotation. It can only be set when Job's completionMode=Indexed, and the Pod's restart policy is Never. The field is immutable.",
 	"maxFailedIndexes":        "Specifies the maximal number of failed indexes before marking the Job as failed, when backoffLimitPerIndex is set. Once the number of failed indexes exceeds this number the entire Job is marked as Failed and its execution is terminated. When left as null the job continues execution of all of its indexes and is marked with the `Complete` Job condition. It can only be specified when backoffLimitPerIndex is set. It can be null or up to completions. It is required and must be less than or equal to 10^4 when is completions greater than 10^5.",
diff --git a/test/featuregates_linter/test_data/versioned_feature_list.yaml b/test/featuregates_linter/test_data/versioned_feature_list.yaml
index 11cf75bd9d0..5e6bcdb8024 100644
--- a/test/featuregates_linter/test_data/versioned_feature_list.yaml
+++ b/test/featuregates_linter/test_data/versioned_feature_list.yaml
@@ -606,6 +606,10 @@
     lockToDefault: false
     preRelease: Beta
     version: "1.31"
+  - default: true
+    lockToDefault: true
+    preRelease: GA
+    version: "1.33"
 - name: KMSv1
   versionedSpecs:
   - default: true
diff --git a/test/integration/job/job_test.go b/test/integration/job/job_test.go
index f0ece5d5aca..dcfd86edeb3 100644
--- a/test/integration/job/job_test.go
+++ b/test/integration/job/job_test.go
@@ -824,11 +824,11 @@ func TestSuccessPolicy(t *testing.T) {
 	for name, tc := range testCases {
 		t.Run(name, func(t *testing.T) {
 			resetMetrics()
-			featuregatetesting.SetFeatureGateDuringTest(t, feature.DefaultFeatureGate, features.JobSuccessPolicy, tc.enableJobSuccessPolicy)
-			if !tc.enableBackoffLimitPerIndex {
+			if !tc.enableBackoffLimitPerIndex || !tc.enableJobSuccessPolicy {
 				// TODO: this will be removed in 1.36
 				featuregatetesting.SetFeatureGateEmulationVersionDuringTest(t, feature.DefaultFeatureGate, utilversion.MustParse("1.32"))
 			}
+			featuregatetesting.SetFeatureGateDuringTest(t, feature.DefaultFeatureGate, features.JobSuccessPolicy, tc.enableJobSuccessPolicy)
 			featuregatetesting.SetFeatureGateDuringTest(t, feature.DefaultFeatureGate, features.JobBackoffLimitPerIndex, tc.enableBackoffLimitPerIndex)
 
 			ctx, cancel := startJobControllerAndWaitForCaches(t, restConfig)
@@ -875,6 +875,7 @@ func TestSuccessPolicy(t *testing.T) {
 // TestSuccessPolicy_ReEnabling tests handling of pod successful when
 // re-enabling the JobSuccessPolicy feature.
 func TestSuccessPolicy_ReEnabling(t *testing.T) {
+	featuregatetesting.SetFeatureGateEmulationVersionDuringTest(t, feature.DefaultFeatureGate, utilversion.MustParse("1.32"))
 	featuregatetesting.SetFeatureGateDuringTest(t, feature.DefaultFeatureGate, features.JobSuccessPolicy, true)
 	closeFn, resetConfig, clientSet, ns := setup(t, "success-policy-re-enabling")
 	t.Cleanup(closeFn)
@@ -1582,6 +1583,10 @@ func TestDelayTerminalPhaseCondition(t *testing.T) {
 	for name, test := range testCases {
 		t.Run(name, func(t *testing.T) {
 			resetMetrics()
+			if !test.enableJobSuccessPolicy {
+				// TODO: this will be removed in 1.36.
+				featuregatetesting.SetFeatureGateEmulationVersionDuringTest(t, feature.DefaultFeatureGate, utilversion.MustParse("1.32"))
+			}
 			featuregatetesting.SetFeatureGateDuringTest(t, feature.DefaultFeatureGate, features.JobPodReplacementPolicy, test.enableJobPodReplacementPolicy)
 			featuregatetesting.SetFeatureGateDuringTest(t, feature.DefaultFeatureGate, features.JobManagedBy, test.enableJobManagedBy)
 			featuregatetesting.SetFeatureGateDuringTest(t, feature.DefaultFeatureGate, features.ElasticIndexedJob, true)