diff --git a/dev/tasks/java-jars/github.yml b/dev/tasks/java-jars/github.yml
index ca5bf180097c7..8e4e4d7308d4d 100644
--- a/dev/tasks/java-jars/github.yml
+++ b/dev/tasks/java-jars/github.yml
@@ -91,9 +91,9 @@ jobs:
       fail-fast: false
       matrix:
         platform:
-          - { runs_on: ["macos-12"], arch: "x86_64"}
+          - { runs_on: ["macos-13"], arch: "x86_64"}
     env:
-      MACOSX_DEPLOYMENT_TARGET: "12.0"
+      MACOSX_DEPLOYMENT_TARGET: "14.0"
     steps:
       {{ macros.github_checkout_arrow()|indent }}
       - name: Set up Python