diff --git a/pom.xml b/pom.xml
index 1452b0b24c9e8..79bdcb869f9e9 100644
--- a/pom.xml
+++ b/pom.xml
@@ -2574,7 +2574,8 @@
         <plugin>
           <groupId>net.alchim31.maven</groupId>
           <artifactId>scala-maven-plugin</artifactId>
-          <version>4.5.3</version>
+          <!-- SPARK-36547: Please don't upgrade the version below, otherwise there will be an error on building Hadoop 2.7 package -->
+          <version>4.3.0</version>
           <executions>
             <execution>
               <id>eclipse-add-source</id>