diff --git a/bitnami/spark/Chart.lock b/bitnami/spark/Chart.lock
index 29967cdf5..ac0208e9f 100644
--- a/bitnami/spark/Chart.lock
+++ b/bitnami/spark/Chart.lock
@@ -1,6 +1,6 @@
 dependencies:
 - name: common
   repository: https://charts.bitnami.com/bitnami
-  version: 1.13.1
-digest: sha256:1056dac8da880ed967a191e8d9eaf04766f77bda66a5715456d5dd4494a4a942
-generated: "2022-04-26T19:18:36.327873456Z"
+  version: 1.14.0
+digest: sha256:965d4465e4039d36637175307a8edfc13a53414d3bb698c0d26c8acc1cf3ec3d
+generated: "2022-05-13T15:15:26.091606+02:00"
diff --git a/bitnami/spark/Chart.yaml b/bitnami/spark/Chart.yaml
index 167c196e4..59095ca86 100644
--- a/bitnami/spark/Chart.yaml
+++ b/bitnami/spark/Chart.yaml
@@ -22,4 +22,4 @@ name: spark
 sources:
   - https://github.com/bitnami/bitnami-docker-spark
   - https://spark.apache.org/
-version: 6.0.2
+version: 6.0.3
diff --git a/bitnami/spark/templates/hpa-worker.yaml b/bitnami/spark/templates/hpa-worker.yaml
index a0393fa2e..d99a9726c 100644
--- a/bitnami/spark/templates/hpa-worker.yaml
+++ b/bitnami/spark/templates/hpa-worker.yaml
@@ -1,5 +1,5 @@
 {{- if .Values.worker.autoscaling.enabled }}
-apiVersion: autoscaling/v2beta1
+apiVersion: {{ include "common.capabilities.hpa.apiVersion" . }}
 kind: HorizontalPodAutoscaler
 metadata:
   name: {{ printf "%s-autoscaler" (include "common.names.fullname" .) }}
@@ -24,12 +24,24 @@ spec:
     - type: Resource
       resource:
         name: memory
-        targetAverageUtilization: {{ .Values.worker.autoscaling.targetMemory  }}
+        {{- if semverCompare "<1.23-0" (include "common.capabilities.kubeVersion" .) }}
+        targetAverageUtilization: {{ .Values.worker.autoscaling.targetMemory }}
+        {{- else }}
+        target:
+          type: Utilization
+          averageUtilization: {{ .Values.worker.autoscaling.targetMemory }}
+        {{- end }}
     {{- end }}
     {{- if .Values.worker.autoscaling.targetCPU }}
     - type: Resource
       resource:
         name: cpu
+        {{- if semverCompare "<1.23-0" (include "common.capabilities.kubeVersion" .) }}
         targetAverageUtilization: {{ .Values.worker.autoscaling.targetCPU }}
+        {{- else }}
+        target:
+          type: Utilization
+          averageUtilization: {{ .Values.worker.autoscaling.targetCPU }}
+        {{- end }}
     {{- end }}
 {{- end }}