diff --git a/bundle/python/warning.go b/bundle/python/warning.go
index 443b8fd27c..01b639ef11 100644
--- a/bundle/python/warning.go
+++ b/bundle/python/warning.go
@@ -20,12 +20,20 @@ func WrapperWarning() bundle.Mutator {
 }
 
 func (m *wrapperWarning) Apply(ctx context.Context, b *bundle.Bundle) error {
+	if isPythonWheelWrapperOn(b) {
+		return nil
+	}
+
 	if hasIncompatibleWheelTasks(ctx, b) {
 		return fmt.Errorf("python wheel tasks with local libraries require compute with DBR 13.1+. Please change your cluster configuration or set experimental 'python_wheel_wrapper' setting to 'true'")
 	}
 	return nil
 }
 
+func isPythonWheelWrapperOn(b *bundle.Bundle) bool {
+	return b.Config.Experimental != nil && b.Config.Experimental.PythonWheelWrapper
+}
+
 func hasIncompatibleWheelTasks(ctx context.Context, b *bundle.Bundle) bool {
 	tasks := libraries.FindAllWheelTasksWithLocalLibraries(b)
 	for _, task := range tasks {
diff --git a/bundle/python/warning_test.go b/bundle/python/warning_test.go
index 83bc142f1f..f822f113c8 100644
--- a/bundle/python/warning_test.go
+++ b/bundle/python/warning_test.go
@@ -209,6 +209,9 @@ func TestIncompatibleWheelTasksWithJobClusterKey(t *testing.T) {
 	}
 
 	require.True(t, hasIncompatibleWheelTasks(context.Background(), b))
+
+	err := bundle.Apply(context.Background(), b, WrapperWarning())
+	require.ErrorContains(t, err, "python wheel tasks with local libraries require compute with DBR 13.1+.")
 }
 
 func TestIncompatibleWheelTasksWithExistingClusterId(t *testing.T) {
@@ -337,6 +340,49 @@ func TestNoIncompatibleWheelTasks(t *testing.T) {
 	require.False(t, hasIncompatibleWheelTasks(context.Background(), b))
 }
 
+func TestNoWarningWhenPythonWheelWrapperIsOn(t *testing.T) {
+	b := &bundle.Bundle{
+		Config: config.Root{
+			Experimental: &config.Experimental{
+				PythonWheelWrapper: true,
+			},
+			Resources: config.Resources{
+				Jobs: map[string]*resources.Job{
+					"job1": {
+						JobSettings: &jobs.JobSettings{
+							Tasks: []jobs.Task{
+								{
+									TaskKey:         "key1",
+									PythonWheelTask: &jobs.PythonWheelTask{},
+									NewCluster: &compute.ClusterSpec{
+										SparkVersion: "12.2.x-scala2.12",
+									},
+									Libraries: []compute.Library{
+										{Whl: "./dist/test.whl"},
+									},
+								},
+								{
+									TaskKey:         "key2",
+									PythonWheelTask: &jobs.PythonWheelTask{},
+									NewCluster: &compute.ClusterSpec{
+										SparkVersion: "13.1.x-scala2.12",
+									},
+									Libraries: []compute.Library{
+										{Whl: "./dist/test.whl"},
+									},
+								},
+							},
+						},
+					},
+				},
+			},
+		},
+	}
+
+	err := bundle.Apply(context.Background(), b, WrapperWarning())
+	require.NoError(t, err)
+}
+
 func TestSparkVersionLowerThanExpected(t *testing.T) {
 	testCases := map[string]bool{
 		"13.1.x-scala2.12":                false,