diff --git a/README.md b/README.md
index 2ee7556de..e646463ba 100644
--- a/README.md
+++ b/README.md
@@ -70,7 +70,7 @@ To build the Javadoc for all Java and Scala classes:
 mvn clean javadoc:aggregate -Pjavadocs
 ```
 
-### Build with Different Spark versions
+### Build with different Spark versions
 
 The default Spark version supported is 2.4.4. To build for different Spark versions and Scala 2.12, use the
 corresponding profile
@@ -101,12 +101,6 @@ mvn clean package -DskipTests -Pspark2.4,scala-2.12
 
 Starting from versions 0.11, Hudi no longer requires `spark-avro` to be specified using `--packages`
 
-### Usage of hudi-utilities-slim-bundle
-
-Starting from versions 0.11, Hudi provides hudi-utilities-slim-bundle which excludes hudi-spark-datasource modules.
-This new bundle is intended to be used with Hudi Spark bundle together, if using hudi-utilities-bundle solely
-introduces problems for a specific Spark version.
-
 ## Running Tests
 
 Unit tests can be run with maven profile `unit-tests`.
diff --git a/packaging/hudi-utilities-slim-bundle/README.md b/packaging/hudi-utilities-slim-bundle/README.md
new file mode 100644
index 000000000..58353c403
--- /dev/null
+++ b/packaging/hudi-utilities-slim-bundle/README.md
@@ -0,0 +1,22 @@
+<!--
+ 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.
+-->
+
+# Usage of hudi-utilities-slim-bundle
+
+Starting from versions 0.11, Hudi provides hudi-utilities-slim-bundle which excludes hudi-spark-datasource modules.
+This new bundle is intended to be used with Hudi Spark bundle together, if using hudi-utilities-bundle solely
+introduces problems for a specific Spark version.
\ No newline at end of file