diff --git a/.github/workflows/ci-linux_mac.yml b/.github/workflows/ci-linux_mac.yml
index 212dcd1ff5f..439f8f6b2f4 100644
--- a/.github/workflows/ci-linux_mac.yml
+++ b/.github/workflows/ci-linux_mac.yml
@@ -107,7 +107,8 @@ jobs:
         if: inputs.manylinux
         run: |
           set -e pipefail
-          yum install -y redhat-lsb-core
+          yum install -y redhat-lsb-core centos-release-scl devtoolset-7
+          echo "source /opt/rh/devtoolset-7/enable" >> ~/.bashrc
 
       # Need this for virtualenv and arrow tests if enabled
       - name: 'Install Python'