diff --git a/core/src/test/resources/TestHelloV2.jar b/core/src/test/resources/TestHelloV2_2.12.jar
similarity index 100%
rename from core/src/test/resources/TestHelloV2.jar
rename to core/src/test/resources/TestHelloV2_2.12.jar
diff --git a/core/src/test/resources/TestHelloV2_2.13.jar b/core/src/test/resources/TestHelloV2_2.13.jar
new file mode 100644
index 0000000000000..6dee8fcd9c957
Binary files /dev/null and b/core/src/test/resources/TestHelloV2_2.13.jar differ
diff --git a/core/src/test/resources/TestHelloV3.jar b/core/src/test/resources/TestHelloV3_2.12.jar
similarity index 100%
rename from core/src/test/resources/TestHelloV3.jar
rename to core/src/test/resources/TestHelloV3_2.12.jar
diff --git a/core/src/test/resources/TestHelloV3_2.13.jar b/core/src/test/resources/TestHelloV3_2.13.jar
new file mode 100644
index 0000000000000..0c292e7d81ad7
Binary files /dev/null and b/core/src/test/resources/TestHelloV3_2.13.jar differ
diff --git a/core/src/test/scala/org/apache/spark/executor/ClassLoaderIsolationSuite.scala b/core/src/test/scala/org/apache/spark/executor/ClassLoaderIsolationSuite.scala
index 33c1baccd7298..72ee0e96fd014 100644
--- a/core/src/test/scala/org/apache/spark/executor/ClassLoaderIsolationSuite.scala
+++ b/core/src/test/scala/org/apache/spark/executor/ClassLoaderIsolationSuite.scala
@@ -17,21 +17,31 @@
 
 package org.apache.spark.executor
 
+import scala.util.Properties
+
 import org.apache.spark.{JobArtifactSet, LocalSparkContext, SparkConf, SparkContext, SparkFunSuite}
 import org.apache.spark.util.Utils
 
 class ClassLoaderIsolationSuite extends SparkFunSuite with LocalSparkContext  {
+
+  private val scalaVersion = Properties.versionNumberString
+    .split("\\.")
+    .take(2)
+    .mkString(".")
+
   val jar1 = Thread.currentThread().getContextClassLoader.getResource("TestUDTF.jar").toString
 
   // package com.example
   // object Hello { def test(): Int = 2 }
   // case class Hello(x: Int, y: Int)
-  val jar2 = Thread.currentThread().getContextClassLoader.getResource("TestHelloV2.jar").toString
+  val jar2 = Thread.currentThread().getContextClassLoader
+    .getResource(s"TestHelloV2_$scalaVersion.jar").toString
 
   // package com.example
   // object Hello { def test(): Int = 3 }
   // case class Hello(x: String)
-  val jar3 = Thread.currentThread().getContextClassLoader.getResource("TestHelloV3.jar").toString
+  val jar3 = Thread.currentThread().getContextClassLoader
+    .getResource(s"TestHelloV3_$scalaVersion.jar").toString
 
   test("Executor classloader isolation with JobArtifactSet") {
     sc = new SparkContext(new SparkConf().setAppName("test").setMaster("local"))