diff --git a/src/main/java/io/kestra/plugin/kafka/serdes/MapToGenericRecordSerializer.java b/src/main/java/io/kestra/plugin/kafka/serdes/MapToGenericRecordSerializer.java
index ab13a4e..f7b13e0 100644
--- a/src/main/java/io/kestra/plugin/kafka/serdes/MapToGenericRecordSerializer.java
+++ b/src/main/java/io/kestra/plugin/kafka/serdes/MapToGenericRecordSerializer.java
@@ -47,7 +47,11 @@ private static Object buildValue(Schema schema, Object data) {
             case ARRAY -> buildArrayValue(schema, (Collection<?>) data);
             case ENUM -> buildEnumValue(schema, (String) data);
             case FIXED -> buildFixedValue(schema, (byte[]) data);
-            case STRING, BYTES, INT, LONG, FLOAT, DOUBLE, BOOLEAN, NULL -> data;
+            case INT -> data instanceof Number number ? number.intValue() : data;
+            case LONG -> data instanceof Number number ? number.longValue() : data;
+            case FLOAT -> data instanceof Number number ? number.floatValue() : data;
+            case DOUBLE -> data instanceof Number number ? number.doubleValue() : data;
+            case STRING, BYTES, BOOLEAN, NULL -> data;
         };
     }
 
diff --git a/src/test/java/io/kestra/plugin/kafka/KafkaTest.java b/src/test/java/io/kestra/plugin/kafka/KafkaTest.java
index 40b12be..39ffe04 100644
--- a/src/test/java/io/kestra/plugin/kafka/KafkaTest.java
+++ b/src/test/java/io/kestra/plugin/kafka/KafkaTest.java
@@ -413,6 +413,72 @@ void produceComplexAvro() throws Exception {
         assertThat(reproduceRunOutput.getMessagesCount(), is(1));
     }
 
+    @Test
+    void produceAvro_withIntegerAsLong() throws Exception {
+        RunContext runContext = runContextFactory.of(ImmutableMap.of());
+        String topic = "tu_" + IdUtils.create();
+
+        Map<String, Object> value = Map.of("number", 42);
+
+        Produce task = Produce.builder()
+                .properties(Map.of("bootstrap.servers", this.bootstrap))
+                .serdeProperties(Map.of("schema.registry.url", this.registry))
+                .keySerializer(SerdeType.STRING)
+                .valueSerializer(SerdeType.AVRO)
+                .topic(topic)
+                .valueAvroSchema("""
+                        {
+                          "type": "record",
+                          "name": "Sample",
+                          "namespace": "io.kestra.examples",
+                          "fields": [
+                            {
+                              "name": "number",
+                              "type": "long"
+                            }
+                          ]
+                        }
+                        """)
+                .from(Map.of("value", value))
+                .build();
+
+        Produce.Output output = task.run(runContext);
+        assertThat(output.getMessagesCount(), is(1));
+    }
+
+    @Test
+    void produceAvro_withDoubleAsFloat() throws Exception {
+        RunContext runContext = runContextFactory.of(ImmutableMap.of());
+        String topic = "tu_" + IdUtils.create();
+
+        Map<String, Object> value = Map.of("number", 42.0d);
+
+        Produce task = Produce.builder()
+                .properties(Map.of("bootstrap.servers", this.bootstrap))
+                .serdeProperties(Map.of("schema.registry.url", this.registry))
+                .keySerializer(SerdeType.STRING)
+                .valueSerializer(SerdeType.AVRO)
+                .topic(topic)
+                .valueAvroSchema("""
+                        {
+                          "type": "record",
+                          "name": "Sample",
+                          "namespace": "io.kestra.examples",
+                          "fields": [
+                            {
+                              "name": "number",
+                              "type": "float"
+                            }
+                          ]
+                        }
+                        """)
+                .from(Map.of("value", value))
+                .build();
+
+        Produce.Output output = task.run(runContext);
+        assertThat(output.getMessagesCount(), is(1));
+    }
+
     @Test
     void produceAvro_withUnion_andRecord() throws Exception {
         RunContext runContext = runContextFactory.of(ImmutableMap.of());