diff --git a/pkg/scheduler/cache/cache.go b/pkg/scheduler/cache/cache.go
index 2e6f22f3a..f4941cb34 100644
--- a/pkg/scheduler/cache/cache.go
+++ b/pkg/scheduler/cache/cache.go
@@ -74,6 +74,8 @@ type SchedulerCache struct {
 	kbclient   *kbver.Clientset
 
 	defaultQueue string
+	// schedulerName is the name for kube-batch scheduler
+	schedulerName string
 
 	podInformer      infov1.PodInformer
 	nodeInformer     infov1.NodeInformer
@@ -189,6 +191,7 @@ func newSchedulerCache(config *rest.Config, schedulerName string, defaultQueue s
 		kubeclient:      kubernetes.NewForConfigOrDie(config),
 		kbclient:        kbver.NewForConfigOrDie(config),
 		defaultQueue:    defaultQueue,
+		schedulerName:   schedulerName,
 	}
 
 	// Prepare event clients.
diff --git a/pkg/scheduler/cache/cache_test.go b/pkg/scheduler/cache/cache_test.go
index 10f53aa1f..06486fd03 100644
--- a/pkg/scheduler/cache/cache_test.go
+++ b/pkg/scheduler/cache/cache_test.go
@@ -257,3 +257,53 @@ func TestAddNode(t *testing.T) {
 		}
 	}
 }
+
+func TestGetOrCreateJob(t *testing.T) {
+	owner1 := buildOwnerReference("j1")
+	owner2 := buildOwnerReference("j2")
+
+	pod1 := buildPod("c1", "p1", "n1", v1.PodRunning, buildResourceList("1000m", "1G"),
+		[]metav1.OwnerReference{owner1}, make(map[string]string))
+	pi1 := api.NewTaskInfo(pod1)
+	pi1.Job = "j1" // The job name is set by cache.
+
+	pod2 := buildPod("c1", "p2", "n1", v1.PodRunning, buildResourceList("1000m", "1G"),
+		[]metav1.OwnerReference{owner2}, make(map[string]string))
+	pod2.Spec.SchedulerName = "kube-batch"
+	pi2 := api.NewTaskInfo(pod2)
+
+	pod3 := buildPod("c3", "p3", "n1", v1.PodRunning, buildResourceList("1000m", "1G"),
+		[]metav1.OwnerReference{owner2}, make(map[string]string))
+	pi3 := api.NewTaskInfo(pod3)
+
+	cache := &SchedulerCache{
+		Nodes:         make(map[string]*api.NodeInfo),
+		Jobs:          make(map[api.JobID]*api.JobInfo),
+		schedulerName: "kube-batch",
+	}
+
+	tests := []struct {
+		task   *api.TaskInfo
+		gotJob bool // whether getOrCreateJob will return job for corresponding task
+	}{
+		{
+			task:   pi1,
+			gotJob: true,
+		},
+		{
+			task:   pi2,
+			gotJob: true,
+		},
+		{
+			task:   pi3,
+			gotJob: false,
+		},
+	}
+	for i, test := range tests {
+		result := cache.getOrCreateJob(test.task) != nil
+		if result != test.gotJob {
+			t.Errorf("case %d: \n expected %t, \n got %t \n",
+				i, test.gotJob, result)
+		}
+	}
+}
diff --git a/pkg/scheduler/cache/event_handlers.go b/pkg/scheduler/cache/event_handlers.go
index 6834fd58f..7522be9b3 100644
--- a/pkg/scheduler/cache/event_handlers.go
+++ b/pkg/scheduler/cache/event_handlers.go
@@ -38,8 +38,15 @@ func isTerminated(status kbapi.TaskStatus) bool {
 	return status == kbapi.Succeeded || status == kbapi.Failed
 }
 
+// getOrCreateJob will return corresponding Job for pi if it exists, or it will create a Job and return it if
+// pi.Pod.Spec.SchedulerName is same as kube-batch scheduler's name, otherwise it will return nil.
 func (sc *SchedulerCache) getOrCreateJob(pi *kbapi.TaskInfo) *kbapi.JobInfo {
 	if len(pi.Job) == 0 {
+		if pi.Pod.Spec.SchedulerName != sc.schedulerName {
+			glog.V(4).Infof("Pod %s/%s will not not scheduled by %s, skip creating PodGroup and Job for it",
+				pi.Pod.Namespace, pi.Pod.Name, sc.schedulerName)
+			return nil
+		}
 		pb := createShadowPodGroup(pi.Pod)
 		pi.Job = kbapi.JobID(pb.Name)
 
@@ -62,7 +69,9 @@ func (sc *SchedulerCache) getOrCreateJob(pi *kbapi.TaskInfo) *kbapi.JobInfo {
 
 func (sc *SchedulerCache) addTask(pi *kbapi.TaskInfo) error {
 	job := sc.getOrCreateJob(pi)
-	job.AddTaskInfo(pi)
+	if job != nil {
+		job.AddTaskInfo(pi)
+	}
 
 	if len(pi.NodeName) != 0 {
 		if _, found := sc.Nodes[pi.NodeName]; !found {