diff --git a/.github/workflows/build_and_test.yml b/.github/workflows/build_and_test.yml
index 8aa0f42916e6..a373b0e76e7a 100644
--- a/.github/workflows/build_and_test.yml
+++ b/.github/workflows/build_and_test.yml
@@ -86,7 +86,7 @@ jobs:
           sparkr=`./dev/is-changed.py -m sparkr`
           tpcds=`./dev/is-changed.py -m sql`
           docker=`./dev/is-changed.py -m docker-integration-tests`
-          # 'build', 'scala-212', and 'java-11-17' are always true for now.
+          # 'build', 'scala-213', and 'java-11-17' are always true for now.
           # It does not save significant time and most of PRs trigger the build.
           precondition="
             {
@@ -95,7 +95,7 @@ jobs:
               \"sparkr\": \"$sparkr\",
               \"tpcds-1g\": \"$tpcds\",
               \"docker-integration-tests\": \"$docker\",
-              \"scala-212\": \"true\",
+              \"scala-213\": \"true\",
               \"java-11-17\": \"true\",
               \"lint\" : \"true\",
               \"k8s-integration-tests\" : \"true\",
@@ -728,10 +728,10 @@ jobs:
         ./build/mvn $MAVEN_CLI_OPTS -DskipTests -Pyarn -Pmesos -Pkubernetes -Pvolcano -Phive -Phive-thriftserver -Phadoop-cloud -Djava.version=${JAVA_VERSION/-ea} install
         rm -rf ~/.m2/repository/org/apache/spark
 
-  scala-212:
+  scala-213:
     needs: precondition
-    if: fromJson(needs.precondition.outputs.required).scala-212 == 'true'
-    name: Scala 2.12 build with SBT
+    if: fromJson(needs.precondition.outputs.required).scala-213 == 'true'
+    name: Scala 2.13 build with SBT
     runs-on: ubuntu-22.04
     steps:
     - name: Checkout Spark repository
@@ -761,9 +761,9 @@ jobs:
       uses: actions/cache@v3
       with:
         path: ~/.cache/coursier
-        key: scala-212-coursier-${{ hashFiles('**/pom.xml', '**/plugins.sbt') }}
+        key: scala-213-coursier-${{ hashFiles('**/pom.xml', '**/plugins.sbt') }}
         restore-keys: |
-          scala-212-coursier-
+          scala-213-coursier-
     - name: Install Java 8
       uses: actions/setup-java@v3
       with:
@@ -771,8 +771,8 @@ jobs:
         java-version: 8
     - name: Build with SBT
       run: |
-        ./dev/change-scala-version.sh 2.12
-        ./build/sbt -Pyarn -Pmesos -Pkubernetes -Pvolcano -Phive -Phive-thriftserver -Phadoop-cloud -Pkinesis-asl -Pdocker-integration-tests -Pkubernetes-integration-tests -Pspark-ganglia-lgpl -Pscala-2.12 compile Test/compile
+        ./dev/change-scala-version.sh 2.13
+        ./build/sbt -Pyarn -Pmesos -Pkubernetes -Pvolcano -Phive -Phive-thriftserver -Phadoop-cloud -Pkinesis-asl -Pdocker-integration-tests -Pkubernetes-integration-tests -Pspark-ganglia-lgpl -Pscala-2.13 compile Test/compile
 
   # Any TPC-DS related updates on this job need to be applied to tpcds-1g-gen job of benchmark.yml as well
   tpcds-1g: