diff --git a/pkg/apis/batch/validation/validation_test.go b/pkg/apis/batch/validation/validation_test.go
index 0fd38241cd8..64c50e50318 100644
--- a/pkg/apis/batch/validation/validation_test.go
+++ b/pkg/apis/batch/validation/validation_test.go
@@ -134,6 +134,25 @@ func TestValidateJob(t *testing.T) {
 				},
 			},
 		},
+		"valid pod failure policy with negative exitCodes - need for Windows support": {
+			opts: JobValidationOptions{RequirePrefixedLabels: true},
+			job: batch.Job{
+				ObjectMeta: validJobObjectMeta,
+				Spec: batch.JobSpec{
+					Selector: validGeneratedSelector,
+					Template: validPodTemplateSpecForGeneratedRestartPolicyNever,
+					PodFailurePolicy: &batch.PodFailurePolicy{
+						Rules: []batch.PodFailurePolicyRule{{
+							Action: batch.PodFailurePolicyActionFailJob,
+							OnExitCodes: &batch.PodFailurePolicyOnExitCodesRequirement{
+								Operator: batch.PodFailurePolicyOnExitCodesOpNotIn,
+								Values:   []int32{-1073741819, -1073741676, -1073741510},
+							},
+						}},
+					},
+				},
+			},
+		},
 		"valid pod failure policy": {
 			opts: JobValidationOptions{RequirePrefixedLabels: true},
 			job: batch.Job{
diff --git a/pkg/controller/job/pod_failure_policy_test.go b/pkg/controller/job/pod_failure_policy_test.go
index 00c8aa5fa40..76691883426 100644
--- a/pkg/controller/job/pod_failure_policy_test.go
+++ b/pkg/controller/job/pod_failure_policy_test.go
@@ -216,6 +216,37 @@ func TestMatchPodFailurePolicy(t *testing.T) {
 			wantCountFailed:       false,
 			wantAction:            &ignore,
 		},
+		"ignore rule matched on negative exit codes - needed for Windows support": {
+			podFailurePolicy: &batch.PodFailurePolicy{
+				Rules: []batch.PodFailurePolicyRule{
+					{
+						Action: batch.PodFailurePolicyActionIgnore,
+						OnExitCodes: &batch.PodFailurePolicyOnExitCodesRequirement{
+							Operator: batch.PodFailurePolicyOnExitCodesOpIn,
+							Values:   []int32{-1073741676, -1073741510},
+						},
+					},
+				},
+			},
+			failedPod: &v1.Pod{
+				ObjectMeta: validPodObjectMeta,
+				Status: v1.PodStatus{
+					Phase: v1.PodFailed,
+					ContainerStatuses: []v1.ContainerStatus{
+						{
+							State: v1.ContainerState{
+								Terminated: &v1.ContainerStateTerminated{
+									ExitCode: -1073741510,
+								},
+							},
+						},
+					},
+				},
+			},
+			wantJobFailureMessage: nil,
+			wantCountFailed:       false,
+			wantAction:            &ignore,
+		},
 		"FailJob rule matched for exit codes": {
 			podFailurePolicy: &batch.PodFailurePolicy{
 				Rules: []batch.PodFailurePolicyRule{
diff --git a/test/integration/job/job_test.go b/test/integration/job/job_test.go
index 78d821ba73c..496f77a529e 100644
--- a/test/integration/job/job_test.go
+++ b/test/integration/job/job_test.go
@@ -428,6 +428,59 @@ func TestJobPodFailurePolicy(t *testing.T) {
 				Value:  0,
 			},
 		},
+		"pod status matching the configured FailJob rule on a negative exit code - needed for Windows support": {
+			job: batchv1.Job{
+				Spec: batchv1.JobSpec{
+					Template: v1.PodTemplateSpec{
+						Spec: v1.PodSpec{
+							Containers: []v1.Container{
+								{
+									Name:                     "main-container",
+									Image:                    "foo",
+									ImagePullPolicy:          v1.PullIfNotPresent,
+									TerminationMessagePolicy: v1.TerminationMessageFallbackToLogsOnError,
+								},
+							},
+						},
+					},
+					PodFailurePolicy: &batchv1.PodFailurePolicy{
+						Rules: []batchv1.PodFailurePolicyRule{
+							{
+								Action: batchv1.PodFailurePolicyActionFailJob,
+								OnExitCodes: &batchv1.PodFailurePolicyOnExitCodesRequirement{
+									Operator: batchv1.PodFailurePolicyOnExitCodesOpIn,
+									Values:   []int32{-1073741510, 137},
+								},
+							},
+						},
+					},
+				},
+			},
+			podStatus: v1.PodStatus{
+				Phase: v1.PodFailed,
+				ContainerStatuses: []v1.ContainerStatus{
+					{
+						Name: "main-container",
+						State: v1.ContainerState{
+							Terminated: &v1.ContainerStateTerminated{
+								ExitCode: -1073741510,
+							},
+						},
+					},
+				},
+			},
+			wantActive:           0,
+			wantFailed:           1,
+			wantJobConditionType: batchv1.JobFailed,
+			wantJobFinishedMetric: metricLabelsWithValue{
+				Labels: []string{"NonIndexed", "failed", "PodFailurePolicy"},
+				Value:  1,
+			},
+			wantPodFailuresHandledByPolicyRuleMetric: &metricLabelsWithValue{
+				Labels: []string{"FailJob"},
+				Value:  1,
+			},
+		},
 	}
 
 	closeFn, restConfig, clientSet, ns := setup(t, "pod-failure-policy")