diff --git a/.github/workflows/mvn-verify-check.yml b/.github/workflows/mvn-verify-check.yml
index 0466ab543a0..b9dab57d339 100644
--- a/.github/workflows/mvn-verify-check.yml
+++ b/.github/workflows/mvn-verify-check.yml
@@ -64,29 +64,10 @@ jobs:
           restore-keys: ${{ runner.os }}-maven-
       - name: populate-daily-cache
         if: steps.cache.outputs.cache-hit != 'true'
+        env:
+          SCALA_VER: '2.12'
         run: |
-          set -x
-          max_retry=3; delay=30; i=1
-          while true; do
-            for pom in pom.xml 
-            do
-              mvn ${{ env.COMMON_MVN_FLAGS }} --file $pom help:evaluate -pl dist \
-                -Dexpression=included_buildvers \
-                -DforceStdout -PnoSnapshots -q | tr -d ',' | \
-                  xargs -n 1 bash -c \
-                    'mvn ${{ env.COMMON_MVN_FLAGS }} --file $1 -Dbuildver=$2 de.qaware.maven:go-offline-maven-plugin:resolve-dependencies' _ $pom
-
-              # compile base versions to cache scala compiler and compiler bridge
-              mvn ${{ env.COMMON_MVN_FLAGS }} --file $pom \
-                process-test-resources -pl sql-plugin-api -am
-            done && break || {
-            if [[ $i -le $max_retry ]]; then
-              echo "mvn command failed. Retry $i/$max_retry."; ((i++)); sleep $delay; ((delay=delay*2))
-            else
-              echo "mvn command failed. Exit 1"; exit 1
-            fi
-          }
-          done
+          . .github/workflows/mvn-verify-check/populate-daily-cache.sh
       - name: all shim versions
         id: all212ShimVersionsStep
         run: |
@@ -167,16 +148,40 @@ jobs:
             fi
           }
           done
-
-  set-scala213-versions:
+ 
+  cache-dependencies-scala213:
     runs-on: ubuntu-latest
     outputs:
+      scala213dailyCacheKey: ${{ steps.generateCacheKey.outputs.scala213dailyCacheKey }}
       scala213Versions: ${{ steps.all213ShimVersionsStep.outputs.scala213Versions }}
       sparkJDK17Versions: ${{ steps.all213ShimVersionsStep.outputs.jdkVersions }}
     steps:
       - uses: actions/checkout@v4 # refs/pull/:prNumber/merge
-
-      - id: all213ShimVersionsStep
+      - uses: actions/setup-java@v4
+        with:
+          distribution: 'temurin'
+          java-version: 17
+      - name: Generate daily cache key
+        id: generateCacheKey
+        run: |
+          set -x
+          cacheKey="${{ runner.os }}-maven-scala213-${{ hashFiles('**/pom.xml') }}-${{ github.event.pull_request.base.ref }}-$(date +'%Y-%m-%d')"
+          echo "scala213dailyCacheKey=$cacheKey" | tee $GITHUB_ENV $GITHUB_OUTPUT
+      - name: Cache local Maven repository
+        id: cache
+        uses: actions/cache@v4
+        with:
+          path: ~/.m2
+          key: ${{ env.scala213dailyCacheKey }}
+          restore-keys: ${{ runner.os }}-maven-
+      - name: populate-daily-cache
+        if: steps.cache.outputs.cache-hit != 'true'
+        env:
+          SCALA_VER: '2.13'
+        run: |
+          . .github/workflows/mvn-verify-check/populate-daily-cache.sh
+      - name: all 213 shim verions
+        id: all213ShimVersionsStep
         run: |
           set -x
           SCALA_BINARY_VER=2.13
@@ -196,12 +201,13 @@ jobs:
           jdkVersionArrBody=${jdkVersionArrBody:1}
           jdkVersionJsonStr=$(printf {\"include\":[%s]} $jdkVersionArrBody)
           echo "jdkVersions=$jdkVersionJsonStr" >> $GITHUB_OUTPUT
+      
 
   package-tests-scala213:
-    needs: set-scala213-versions
+    needs: cache-dependencies-scala213
     continue-on-error: ${{ matrix.isSnapshot }}
     strategy:
-      matrix: ${{ fromJSON(needs.set-scala213-versions.outputs.scala213Versions) }}
+      matrix: ${{ fromJSON(needs.cache-dependencies-scala213.outputs.scala213Versions) }}
       fail-fast: false
     runs-on: ubuntu-latest
     steps:
@@ -214,6 +220,12 @@ jobs:
           distribution: adopt
           java-version: 17
 
+      - name: Cache local Maven repository
+        uses: actions/cache@v4
+        with:
+          path: ~/.m2
+          key: ${{ needs.cache-dependencies-scala213.outputs.scala213dailyCacheKey }}
+
       - name: check runtime before tests
         run: |
           env | grep JAVA
@@ -252,10 +264,10 @@ jobs:
           done
 
   verify-213-modules:
-    needs: set-scala213-versions
+    needs: cache-dependencies-scala213
     runs-on: ubuntu-latest
     strategy:
-      matrix: ${{ fromJSON(needs.set-scala213-versions.outputs.sparkJDK17Versions) }}
+      matrix: ${{ fromJSON(needs.cache-dependencies-scala213.outputs.sparkJDK17Versions) }}
     steps:
       - uses: actions/checkout@v4 # refs/pull/:prNumber/merge
 
@@ -265,6 +277,12 @@ jobs:
           distribution: adopt
           java-version: 17
 
+      - name: Cache local Maven repository
+        uses: actions/cache@v4
+        with:
+          path: ~/.m2
+          key: ${{ needs.cache-dependencies-scala213.outputs.scala213dailyCacheKey }}
+
       - name: check runtime before tests
         run: |
           env | grep JAVA
diff --git a/.github/workflows/mvn-verify-check/populate-daily-cache.sh b/.github/workflows/mvn-verify-check/populate-daily-cache.sh
new file mode 100755
index 00000000000..c1c956fd7c4
--- /dev/null
+++ b/.github/workflows/mvn-verify-check/populate-daily-cache.sh
@@ -0,0 +1,42 @@
+#!/bin/bash
+
+# Copyright (c) 2024, NVIDIA CORPORATION.
+#
+# Licensed 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.
+
+set -x
+max_retry=3; delay=30; i=1
+if [[ $SCALA_VER == '2.12' ]]; then
+    pom='pom.xml'
+elif [[ $SCALA_VER == '2.13' ]]; then
+    pom='scala2.13/pom.xml'
+fi
+while true; do
+    {
+        mvn $COMMON_MVN_FLAGS --file $pom help:evaluate -pl dist \
+            -Dexpression=included_buildvers \
+            -DforceStdout -PnoSnapshots -q | tr -d ',' | \
+            xargs -n 1 -I {} bash -c \
+                "mvn $COMMON_MVN_FLAGS --file $pom -Dbuildver={} de.qaware.maven:go-offline-maven-plugin:resolve-dependencies"
+
+        # compile base versions to cache scala compiler and compiler bridge
+        mvn $COMMON_MVN_FLAGS --file $pom \
+            process-test-resources -pl sql-plugin-api -am
+    } && break || {
+    if [[ $i -le $max_retry ]]; then
+        echo "mvn command failed. Retry $i/$max_retry."; ((i++)); sleep $delay; ((delay=delay*2))
+    else
+        echo "mvn command failed. Exit 1"; exit 1
+    fi
+}
+done
\ No newline at end of file