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diff --git a/src/arrow/dev/tasks/java-jars/github.yml b/src/arrow/dev/tasks/java-jars/github.yml
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+++ b/src/arrow/dev/tasks/java-jars/github.yml
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+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+{% import 'macros.jinja' as macros with context %}
+
+{{ macros.github_header() }}
+
+jobs:
+
+  build-cpp-ubuntu:
+    name: Build C++ Libs Ubuntu
+    runs-on: ubuntu-18.04
+    steps:
+      {{ macros.github_checkout_arrow()|indent }}
+      {{ macros.github_install_archery()|indent }}
+      - name: Build C++ Libs
+        run: archery docker run java-jni-manylinux-2014
+      - name: Compress into single artifact
+        run: tar -cvzf arrow-shared-libs-linux.tar.gz arrow/java-dist/
+      - name: Upload Artifacts
+        uses: actions/upload-artifact@v2
+        with:
+          name: ubuntu-shared-lib
+          path: arrow-shared-libs-linux.tar.gz
+    {% if arrow.branch == 'master' %}
+      {{ macros.github_login_dockerhub()|indent }}
+      - name: Push Docker Image
+        shell: bash
+        run: archery docker push java-jni-manylinux-2014
+    {% endif %}
+
+  build-cpp-macos:
+    name: Build C++ Libs MacOS
+    runs-on: macos-latest
+    env:
+      MACOSX_DEPLOYMENT_TARGET: "10.11"
+    steps:
+      {{ macros.github_checkout_arrow()|indent }}
+      {{ macros.github_install_archery()|indent }}
+      - name: Install Dependencies
+        run: brew bundle --file=arrow/cpp/Brewfile
+      - name: Build C Data Interface lib
+        run: |
+          set -e
+          arrow/ci/scripts/java_cdata_build.sh \
+            $GITHUB_WORKSPACE/arrow \
+            $GITHUB_WORKSPACE/arrow/java-native-build \
+            $GITHUB_WORKSPACE/arrow/java-dist
+      - name: Build C++ Libs
+        run: |
+          set -e
+          arrow/ci/scripts/java_jni_macos_build.sh \
+            $GITHUB_WORKSPACE/arrow \
+            $GITHUB_WORKSPACE/arrow/cpp-build \
+            $GITHUB_WORKSPACE/arrow/java-dist
+      - name: Compress into single artifact
+        run: tar -cvzf arrow-shared-libs-macos.tar.gz arrow/java-dist/
+      - name: Upload Artifacts
+        uses: actions/upload-artifact@v2
+        with:
+          name: macos-shared-lib
+          path: arrow-shared-libs-macos.tar.gz
+
+  package-jars:
+    name: Build Jar Files
+    runs-on: macos-latest
+    needs: [build-cpp-macos, build-cpp-ubuntu]
+    steps:
+      {{ macros.github_checkout_arrow()|indent }}
+      - name: Download Linux C++ Libraries
+        uses: actions/download-artifact@v2
+        with:
+          name: ubuntu-shared-lib
+      - name: Download MacOS C++ Library
+        uses: actions/download-artifact@v2
+        with:
+          name: macos-shared-lib
+      - name: Descompress artifacts
+        run: |
+          tar -xvzf arrow-shared-libs-macos.tar.gz
+          tar -xvzf arrow-shared-libs-linux.tar.gz
+      - name: Test that Shared Libraries Exist
+        run: |
+          test -f arrow/java-dist/libarrow_cdata_jni.dylib
+          test -f arrow/java-dist/libarrow_dataset_jni.dylib
+          test -f arrow/java-dist/libgandiva_jni.dylib
+          test -f arrow/java-dist/libarrow_orc_jni.dylib
+          test -f arrow/java-dist/libarrow_cdata_jni.so
+          test -f arrow/java-dist/libarrow_dataset_jni.so
+          test -f arrow/java-dist/libarrow_orc_jni.so
+          test -f arrow/java-dist/libgandiva_jni.so
+      - name: Build Bundled Jar
+        run: |
+          set -e
+          pushd arrow/java
+          mvn versions:set -DnewVersion={{ arrow.no_rc_version }}
+          popd
+          arrow/ci/scripts/java_full_build.sh \
+            $GITHUB_WORKSPACE/arrow \
+            $GITHUB_WORKSPACE/arrow/java-dist
+      {{ macros.github_upload_releases(["arrow/java-dist/*.jar", "arrow/java-dist/*.pom"])|indent }}