diff --git a/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/KyuubiSparkUtil.scala b/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/KyuubiSparkUtil.scala
index 2e33d8ce6..6192cd0fc 100644
--- a/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/KyuubiSparkUtil.scala
+++ b/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/KyuubiSparkUtil.scala
@@ -17,6 +17,7 @@
 
 package org.apache.kyuubi.engine.spark
 
+import java.net.URI
 import java.time.{Instant, LocalDateTime, ZoneId}
 
 import scala.annotation.meta.getter
@@ -28,6 +29,7 @@ import org.apache.spark.util.kvstore.KVIndex
 import org.apache.kyuubi.Logging
 import org.apache.kyuubi.config.ConfigEntry
 import org.apache.kyuubi.util.SemanticVersion
+import org.apache.kyuubi.util.reflect.DynMethods
 
 object KyuubiSparkUtil extends Logging {
 
@@ -113,4 +115,42 @@ object KyuubiSparkUtil extends Logging {
       SparkSQLEngine.kyuubiConf.get(configEntry)
     }
   }
+
+  // SPARK-47118 (4.0.0) upgrades Jersey from 2 to 3 which also changes javax.ws.rs to
+  // jakarta.ws.rs, this is an equivalent implementation using reflection of the following
+  // plain invocation:
+  //   {javax|jakarta}.ws.rs.core.UriBuilder.fromUri(uri).fragment(fragment).build()
+  def buildURI(uri: URI, fragment: String): URI = {
+    if (SPARK_ENGINE_RUNTIME_VERSION >= "4.0") {
+      var uriBuilder = DynMethods.builder("fromUri")
+        .impl("jakarta.ws.rs.core.UriBuilder", classOf[URI])
+        .build()
+        .invoke[AnyRef](uri)
+
+      uriBuilder = DynMethods.builder("fragment")
+        .impl("jakarta.ws.rs.core.UriBuilder", classOf[String])
+        .build(uriBuilder)
+        .invoke[AnyRef](fragment)
+
+      DynMethods.builder("build")
+        .impl("jakarta.ws.rs.core.UriBuilder")
+        .build(uriBuilder)
+        .invoke[URI]()
+    } else {
+      var uriBuilder = DynMethods.builder("fromUri")
+        .impl("javax.ws.rs.core.UriBuilder", classOf[URI])
+        .build()
+        .invoke[AnyRef](uri)
+
+      uriBuilder = DynMethods.builder("fragment")
+        .impl("javax.ws.rs.core.UriBuilder", classOf[String])
+        .build(uriBuilder)
+        .invoke[AnyRef](fragment)
+
+      DynMethods.builder("build")
+        .impl("javax.ws.rs.core.UriBuilder")
+        .build(uriBuilder)
+        .invoke[URI]()
+    }
+  }
 }
diff --git a/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/operation/ExecutePython.scala b/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/operation/ExecutePython.scala
index f60b1d4c8..e350232c8 100644
--- a/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/operation/ExecutePython.scala
+++ b/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/operation/ExecutePython.scala
@@ -24,7 +24,6 @@ import java.nio.file.{Files, Path, Paths}
 import java.util.concurrent.RejectedExecutionException
 import java.util.concurrent.atomic.AtomicBoolean
 import java.util.concurrent.locks.ReentrantLock
-import javax.ws.rs.core.UriBuilder
 
 import scala.collection.JavaConverters._
 
@@ -304,7 +303,7 @@ object ExecutePython extends Logging {
       archive =>
         var uri = new URI(archive)
         if (uri.getFragment == null) {
-          uri = UriBuilder.fromUri(uri).fragment(DEFAULT_SPARK_PYTHON_ENV_ARCHIVE_FRAGMENT).build()
+          uri = buildURI(uri, DEFAULT_SPARK_PYTHON_ENV_ARCHIVE_FRAGMENT)
         }
         spark.sparkContext.addArchive(uri.toString)
         Paths.get(SparkFiles.get(uri.getFragment), pythonEnvExecPath)
@@ -317,7 +316,7 @@ object ExecutePython extends Logging {
       archive =>
         var uri = new URI(archive)
         if (uri.getFragment == null) {
-          uri = UriBuilder.fromUri(uri).fragment(DEFAULT_SPARK_PYTHON_HOME_ARCHIVE_FRAGMENT).build()
+          uri = buildURI(uri, DEFAULT_SPARK_PYTHON_HOME_ARCHIVE_FRAGMENT)
         }
         spark.sparkContext.addArchive(uri.toString)
         Paths.get(SparkFiles.get(uri.getFragment))