diff --git a/dev/tasks/linux-packages/apache-arrow/yum/centos-7/Dockerfile b/dev/tasks/linux-packages/apache-arrow/yum/centos-7/Dockerfile
index 3e687519efd9d..db43f56a489a3 100644
--- a/dev/tasks/linux-packages/apache-arrow/yum/centos-7/Dockerfile
+++ b/dev/tasks/linux-packages/apache-arrow/yum/centos-7/Dockerfile
@@ -75,8 +75,8 @@ RUN \
   yum clean ${quiet} all
 
 ARG cmake=3.25.0
-COPY ../../../../../../../ci/scripts/install_cmake.sh /arrow/ci/scripts/
-RUN /arrow/ci/scripts/install_cmake.sh ${cmake} /usr/local/
+COPY scripts/install_cmake.sh /ci/scripts/
+RUN /ci/scripts/install_cmake.sh ${cmake} /usr/local/
 
 ENV \
   BOOST_INCLUDEDIR=/usr/include/boost169 \
diff --git a/dev/tasks/linux-packages/scripts b/dev/tasks/linux-packages/scripts
new file mode 120000
index 0000000000000..1762358f1e023
--- /dev/null
+++ b/dev/tasks/linux-packages/scripts
@@ -0,0 +1 @@
+../../../ci/scripts
\ No newline at end of file