diff --git a/charts/celeborn/templates/master/service.yaml b/charts/celeborn/templates/master/service.yaml
index 73a7c229b..6032b7e2e 100644
--- a/charts/celeborn/templates/master/service.yaml
+++ b/charts/celeborn/templates/master/service.yaml
@@ -15,6 +15,37 @@ See the License for the specific language governing permissions and
 limitations under the License.
 */ -}}
 
+{{ if .Values.additionalNodePortServicePerReplica.enabled }}
+{{ range  $i, $e := until (int .Values.masterReplicas) }}
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: {{ include "celeborn.masterServiceName" $ }}-{{ $i }}
+  labels:
+    {{- include "celeborn.labels" $ | nindent 4 }}
+  annotations:
+    {{- include "celeborn.masterMetricsAnnotation" $ | nindent 4 }}
+    {{- with index $.Values.additionalNodePortServicePerReplica.annotations (printf "master-replica-%d" $i) }}
+    {{- range $key, $value := . }}
+    {{ $key }}: {{ $value | quote }}
+    {{- end }}
+    {{- end }}
+spec:
+  selector:
+    {{- include "celeborn.selectorLabels" $ | nindent 4 }}
+    app.kubernetes.io/role: master
+    apps.kubernetes.io/pod-index: "{{ $i }}"
+  ports:
+  - port: {{ $.Values.additionalNodePortServicePerReplica.port }}
+    targetPort: {{ $.Values.additionalNodePortServicePerReplica.port }}
+    nodePort: {{ add $.Values.additionalNodePortServicePerReplica.nodePortStartRange $i }}
+    protocol: TCP
+    name: celeborn-master
+  type: NodePort
+{{ end -}}
+{{ end -}}
+---
 apiVersion: v1
 kind: Service
 metadata:
diff --git a/charts/celeborn/tests/master/service_test.yaml b/charts/celeborn/tests/master/service_test.yaml
index e3322ab86..49fba72de 100644
--- a/charts/celeborn/tests/master/service_test.yaml
+++ b/charts/celeborn/tests/master/service_test.yaml
@@ -52,3 +52,29 @@ tests:
       - equal:
           path: spec.ports[0].targetPort
           value: 9097
+  - it: Should create NodePort service for each master replica
+    set:
+      masterReplicas: 3
+      additionalNodePortServicePerReplica:
+        enabled: true
+        port: 9097
+        nodePortStartRange: 30100
+    asserts:
+      - documentSelector:
+          path: metadata.name
+          value: celeborn-master-svc-0
+        equal:
+          path: spec.ports[0].nodePort
+          value: 30100
+      - documentSelector:
+          path: metadata.name
+          value: celeborn-master-svc-1
+        equal:
+          path: spec.ports[0].nodePort
+          value: 30101
+      - documentSelector:
+          path: metadata.name
+          value: celeborn-master-svc-2
+        equal:
+          path: spec.ports[0].nodePort
+          value: 30102
\ No newline at end of file
diff --git a/charts/celeborn/values.yaml b/charts/celeborn/values.yaml
index f94f80cdd..81ac0059a 100644
--- a/charts/celeborn/values.yaml
+++ b/charts/celeborn/values.yaml
@@ -49,6 +49,18 @@ service:
   type: ClusterIP
   # -- Specifies service port
   port: 9097
+  # -- Specifies service annotations
+  annotations: {}
+
+# -- Specifies whether to create additional NodePort service for each master replica
+additionalNodePortServicePerReplica:
+  enabled: false
+  # -- Specifies service port
+  port: 9097
+  # -- Specifies nodeport start range
+  nodePortStartRange: 30000
+  # -- when using NodePort service type, you can specify map of annotations for each master replica
+  annotations: {}
 
 cluster:
   # -- Specifies Kubernetes cluster name