diff --git a/docs/get-started/Velox.md b/docs/get-started/Velox.md
index 63239c39931e..86d21b3a750f 100644
--- a/docs/get-started/Velox.md
+++ b/docs/get-started/Velox.md
@@ -314,10 +314,7 @@ First of all, compile gluten-delta module by a `delta` profile, as follows:
 mvn clean package -Pbackends-velox -Pspark-3.3 -Pdelta -DskipTests
 ```
 
-Then, put the additional `gluten-delta-XX-SNAPSHOT.jar` to the class path (usually it's `$SPARK_HOME/jars`).
-The gluten-delta jar is in `gluten-delta/target` directory.
-
-After the two steps, you can query delta table by gluten/velox without scan's fallback.
+Once built successfully, delta features will be included in gluten-velox-bundle-X jar. Then you can query delta table by gluten/velox without scan's fallback.
 
 Gluten with velox backends also support the column mapping of delta tables.
 About column mapping, see more [here](https://docs.delta.io/latest/delta-column-mapping.html).
@@ -336,8 +333,6 @@ mvn clean package -Pbackends-velox -Pspark-3.3 -Piceberg -DskipTests
 
 Once built successfully, iceberg features will be included in gluten-velox-bundle-X jar. Then you can query iceberg table by gluten/velox without scan's fallback.
 
-After the two steps, you can query iceberg table by gluten/velox without scan's fallback.
-
 # Coverage
 
 Spark3.3 has 387 functions in total. ~240 are commonly used. To get the support status of all Spark built-in functions, please refer to [Velox Backend's Supported Operators & Functions](../velox-backend-support-progress.md).
diff --git a/gluten-delta/pom.xml b/gluten-delta/pom.xml
index 253d5a8e4f4f..08e2060d0f63 100755
--- a/gluten-delta/pom.xml
+++ b/gluten-delta/pom.xml
@@ -62,10 +62,6 @@
       <type>test-jar</type>
       <scope>test</scope>
     </dependency>
-    <dependency>
-      <groupId>org.apache.spark</groupId>
-      <artifactId>spark-core_${scala.binary.version}</artifactId>
-    </dependency>
     <dependency>
       <groupId>org.apache.spark</groupId>
       <artifactId>spark-core_${scala.binary.version}</artifactId>
diff --git a/package/pom.xml b/package/pom.xml
index 794118f833ce..ae1432770f8a 100644
--- a/package/pom.xml
+++ b/package/pom.xml
@@ -93,6 +93,16 @@
         </dependency>
       </dependencies>
     </profile>
+    <profile>
+      <id>delta</id>
+      <dependencies>
+        <dependency>
+          <groupId>org.apache.gluten</groupId>
+          <artifactId>gluten-delta</artifactId>
+          <version>${project.version}</version>
+        </dependency>
+      </dependencies>
+    </profile>
   </profiles>
 
   <build>