diff --git a/pkg/resourceinterpreter/default/native/prune/prune.go b/pkg/resourceinterpreter/default/native/prune/prune.go
index 42126df82636..096aee77b3f1 100644
--- a/pkg/resourceinterpreter/default/native/prune/prune.go
+++ b/pkg/resourceinterpreter/default/native/prune/prune.go
@@ -28,6 +28,15 @@ import (
 	"github.com/karmada-io/karmada/pkg/util/helper"
 )
 
+// pruneIrrelevantField is the function that prune irrelevant fields from Work Object.
+type irrelevantFieldPruneFunc func(workload *unstructured.Unstructured) error
+
+var kindIrrelevantFieldPruners = map[string]irrelevantFieldPruneFunc{
+	util.JobKind:            removeJobIrrelevantField,
+	util.ServiceAccountKind: removeServiceAccountIrrelevantField,
+	util.ServiceKind:        removeServiceIrrelevantField,
+}
+
 // RemoveIrrelevantField used to remove fields that generated by kube-apiserver and no need(or can't) propagate to
 // member clusters.
 func RemoveIrrelevantField(workload *unstructured.Unstructured, extraHooks ...func(*unstructured.Unstructured)) error {
@@ -66,40 +75,10 @@ func RemoveIrrelevantField(workload *unstructured.Unstructured, extraHooks ...fu
 
 	unstructured.RemoveNestedField(workload.Object, "status")
 
-	if workload.GetKind() == util.ServiceKind {
-		// In the case spec.clusterIP is set to `None`, means user want a headless service,  then it shouldn't be removed.
-		clusterIP, exist, _ := unstructured.NestedString(workload.Object, "spec", "clusterIP")
-		if exist && clusterIP != corev1.ClusterIPNone {
-			unstructured.RemoveNestedField(workload.Object, "spec", "clusterIP")
-			unstructured.RemoveNestedField(workload.Object, "spec", "clusterIPs")
-		}
-	}
-
-	if workload.GetKind() == util.JobKind {
-		job := &batchv1.Job{}
-		err := helper.ConvertToTypedObject(workload, job)
-		if err != nil {
+	if pruneFunc, ok := kindIrrelevantFieldPruners[workload.GetKind()]; ok {
+		if err := pruneFunc(workload); err != nil {
 			return err
 		}
-		if job.Spec.ManualSelector == nil || !*job.Spec.ManualSelector {
-			if err = removeGenerateSelectorOfJob(workload); err != nil {
-				return err
-			}
-		}
-	}
-
-	if workload.GetKind() == util.ServiceAccountKind {
-		secrets, exist, _ := unstructured.NestedSlice(workload.Object, "secrets")
-		// If 'secrets' exists in ServiceAccount, remove the automatic generation secrets(e.g. default-token-xxx)
-		if exist && len(secrets) > 0 {
-			tokenPrefix := fmt.Sprintf("%s-token-", workload.GetName())
-			for idx := 0; idx < len(secrets); idx++ {
-				if strings.HasPrefix(secrets[idx].(map[string]interface{})["name"].(string), tokenPrefix) {
-					secrets = append(secrets[:idx], secrets[idx+1:]...)
-				}
-			}
-			_ = unstructured.SetNestedSlice(workload.Object, secrets, "secrets")
-		}
 	}
 
 	for i := range extraHooks {
@@ -159,3 +138,45 @@ func RemoveJobTTLSeconds(workload *unstructured.Unstructured) {
 		unstructured.RemoveNestedField(workload.Object, "spec", "ttlSecondsAfterFinished")
 	}
 }
+
+// removeJobIrrelevantField removes the irrelevant fields from Job (e.g. ManualSelector)
+func removeJobIrrelevantField(workload *unstructured.Unstructured) error {
+	job := &batchv1.Job{}
+	err := helper.ConvertToTypedObject(workload, job)
+	if err != nil {
+		return err
+	}
+	if job.Spec.ManualSelector == nil || !*job.Spec.ManualSelector {
+		if err = removeGenerateSelectorOfJob(workload); err != nil {
+			return err
+		}
+	}
+	return nil
+}
+
+// removeServiceAccountIrrelevantField removes the auto-generated secrets from ServiceAccount.
+func removeServiceAccountIrrelevantField(workload *unstructured.Unstructured) error {
+	secrets, exist, _ := unstructured.NestedSlice(workload.Object, "secrets")
+	// If 'secrets' exists in ServiceAccount, remove the automatic generation secrets (e.g. default-token-xxx)
+	if exist && len(secrets) > 0 {
+		tokenPrefix := fmt.Sprintf("%s-token-", workload.GetName())
+		for idx := 0; idx < len(secrets); idx++ {
+			if strings.HasPrefix(secrets[idx].(map[string]interface{})["name"].(string), tokenPrefix) {
+				secrets = append(secrets[:idx], secrets[idx+1:]...)
+			}
+		}
+		_ = unstructured.SetNestedSlice(workload.Object, secrets, "secrets")
+	}
+	return nil
+}
+
+// removeServiceIrrelevantField removes member cluster specific fields from Service (e.g. clusterIP, clusterIPs)
+func removeServiceIrrelevantField(workload *unstructured.Unstructured) error {
+	// In the case spec.clusterIP is set to `None`, means user want a headless service,  then it shouldn't be removed.
+	clusterIP, exist, _ := unstructured.NestedString(workload.Object, "spec", "clusterIP")
+	if exist && clusterIP != corev1.ClusterIPNone {
+		unstructured.RemoveNestedField(workload.Object, "spec", "clusterIP")
+		unstructured.RemoveNestedField(workload.Object, "spec", "clusterIPs")
+	}
+	return nil
+}