diff --git a/jenkins/Jenkinsfile-blossom.premerge-databricks b/jenkins/Jenkinsfile-blossom.premerge-databricks
index 86fff7f23bec..2fd2df7a8b05 100644
--- a/jenkins/Jenkinsfile-blossom.premerge-databricks
+++ b/jenkins/Jenkinsfile-blossom.premerge-databricks
@@ -88,7 +88,7 @@ pipeline {
                         // 'name' and 'value' only supprt literal string in the declarative Jenkins
                         // Refer to Jenkins issue https://issues.jenkins.io/browse/JENKINS-62127
                         name 'DB_RUNTIME'
-                        values '10.4', '11.3', '12.2'
+                        values '10.4', '11.3', '12.2', '13.3'
                     }
                 }
                 stages {
diff --git a/jenkins/databricks/build.sh b/jenkins/databricks/build.sh
index a68b272257b9..8a0b25a0c95f 100755
--- a/jenkins/databricks/build.sh
+++ b/jenkins/databricks/build.sh
@@ -144,12 +144,6 @@ if [[ "$WITH_BLOOP" == "1" ]]; then
     MVN_OPT="ch.epfl.scala:bloop-maven-plugin:bloopInstall $MVN_OPT"
 fi
 
-# Disabling build for 341db until 24.02
-if [[ "$BUILDVER" == "341db" ]]; then
-    echo "Databricks 341 is not supported as of release 23.12\n"
-    exit 1
-fi 
-
 # Build the RAPIDS plugin by running package command for databricks
 $MVN_CMD -B -Ddatabricks -Dbuildver=$BUILDVER clean package -DskipTests $MVN_OPT
 
diff --git a/pom.xml b/pom.xml
index d215f1c102b8..744e9dd2985a 100644
--- a/pom.xml
+++ b/pom.xml
@@ -771,7 +771,8 @@
         <databricks.buildvers>
             321db,
             330db,
-            332db
+            332db,
+            341db
         </databricks.buildvers>
         <!--
           Build and run unit tests on one specific version for each sub-version (e.g. 311, 320, 330)
diff --git a/scala2.13/pom.xml b/scala2.13/pom.xml
index 0206ced352b5..7b09cf617077 100644
--- a/scala2.13/pom.xml
+++ b/scala2.13/pom.xml
@@ -771,7 +771,8 @@
         <databricks.buildvers>
             321db,
             330db,
-            332db
+            332db,
+            341db
         </databricks.buildvers>
         <!--
           Build and run unit tests on one specific version for each sub-version (e.g. 311, 320, 330)