diff --git a/paimon-hive/paimon-hive-common/src/main/java/org/apache/paimon/hive/HiveTypeUtils.java b/paimon-hive/paimon-hive-common/src/main/java/org/apache/paimon/hive/HiveTypeUtils.java
index f00d675f3750..33cd45a351a4 100644
--- a/paimon-hive/paimon-hive-common/src/main/java/org/apache/paimon/hive/HiveTypeUtils.java
+++ b/paimon-hive/paimon-hive-common/src/main/java/org/apache/paimon/hive/HiveTypeUtils.java
@@ -185,7 +185,7 @@ public TypeInfo visit(TimestampType timestampType) {
 
         @Override
         public TypeInfo visit(LocalZonedTimestampType localZonedTimestampType) {
-            return LocalZonedTimestampTypeUtils.toHiveType(localZonedTimestampType);
+            return LocalZonedTimestampTypeUtils.hiveLocalZonedTimestampType();
         }
 
         @Override
@@ -254,7 +254,7 @@ static DataType visit(TypeInfo type, HiveToPaimonTypeVisitor visitor) {
         }
 
         public DataType atomic(TypeInfo atomic) {
-            if (LocalZonedTimestampTypeUtils.isLocalZonedTimestampType(atomic)) {
+            if (LocalZonedTimestampTypeUtils.isHiveLocalZonedTimestampType(atomic)) {
                 return DataTypes.TIMESTAMP_WITH_LOCAL_TIME_ZONE();
             }
 
diff --git a/paimon-hive/paimon-hive-common/src/main/java/org/apache/paimon/hive/LocalZonedTimestampTypeUtils.java b/paimon-hive/paimon-hive-common/src/main/java/org/apache/paimon/hive/LocalZonedTimestampTypeUtils.java
index fe76debfc333..b143fcd8caec 100644
--- a/paimon-hive/paimon-hive-common/src/main/java/org/apache/paimon/hive/LocalZonedTimestampTypeUtils.java
+++ b/paimon-hive/paimon-hive-common/src/main/java/org/apache/paimon/hive/LocalZonedTimestampTypeUtils.java
@@ -23,14 +23,27 @@
 import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
 import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
 
-/** To maintain compatibility with Hive 3. */
+import java.lang.reflect.Field;
+
+/**
+ * Utils to convert between Hive TimestampLocalTZTypeInfo and Paimon {@link
+ * LocalZonedTimestampType}, using reflection to solve compatibility between Hive 2 and Hive 3.
+ */
 public class LocalZonedTimestampTypeUtils {
 
-    public static boolean isLocalZonedTimestampType(TypeInfo hiveTypeInfo) {
-        return false;
+    public static boolean isHiveLocalZonedTimestampType(TypeInfo hiveTypeInfo) {
+        return "org.apache.hadoop.hive.serde2.typeinfo.TimestampLocalTZTypeInfo"
+                .equals(hiveTypeInfo.getClass().getName());
     }
 
-    public static TypeInfo toHiveType(LocalZonedTimestampType paimonType) {
-        return TypeInfoFactory.timestampTypeInfo;
+    public static TypeInfo hiveLocalZonedTimestampType() {
+        try {
+            Class<?> typeInfoFactoryClass =
+                    Class.forName("org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory");
+            Field field = typeInfoFactoryClass.getField("timestampLocalTZTypeInfo");
+            return (TypeInfo) field.get(null);
+        } catch (Exception e) {
+            return TypeInfoFactory.timestampTypeInfo;
+        }
     }
 }
diff --git a/paimon-hive/paimon-hive-connector-3.1/src/main/java/org/apache/paimon/hive/LocalZonedTimestampTypeUtils.java b/paimon-hive/paimon-hive-connector-3.1/src/main/java/org/apache/paimon/hive/LocalZonedTimestampTypeUtils.java
deleted file mode 100644
index b7c5d26ae657..000000000000
--- a/paimon-hive/paimon-hive-connector-3.1/src/main/java/org/apache/paimon/hive/LocalZonedTimestampTypeUtils.java
+++ /dev/null
@@ -1,40 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.apache.paimon.hive;
-
-import org.apache.paimon.types.LocalZonedTimestampType;
-
-import org.apache.hadoop.hive.serde2.typeinfo.TimestampLocalTZTypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
-import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
-
-/**
- * Utils to convert between Hive {@link TimestampLocalTZTypeInfo} and Paimon {@link
- * LocalZonedTimestampType}.
- */
-public class LocalZonedTimestampTypeUtils {
-
-    public static boolean isLocalZonedTimestampType(TypeInfo hiveTypeInfo) {
-        return hiveTypeInfo instanceof TimestampLocalTZTypeInfo;
-    }
-
-    public static TypeInfo toHiveType(LocalZonedTimestampType paimonType) {
-        return TypeInfoFactory.timestampLocalTZTypeInfo;
-    }
-}