diff --git a/.github/workflows/build_wheels.yml b/.github/workflows/build_wheels.yml
index 99830ca2b0a3..7bbbb1a2e3db 100644
--- a/.github/workflows/build_wheels.yml
+++ b/.github/workflows/build_wheels.yml
@@ -223,9 +223,7 @@ jobs:
       matrix:
         os_python: [
           {"os": "ubuntu-20.04", "runner": [self-hosted, ubuntu-20.04, main], "python": "${{ needs.check_env_variables.outputs.py-versions-full }}", arch: "auto" },
-          # Temporarily pin to macos-13 because macos-latest breaks this build
-          # TODO(https://github.com/apache/beam/issues/31114)
-          {"os": "macos-13", "runner": "macos-13", "python": "${{ needs.check_env_variables.outputs.py-versions-test }}", arch: "auto" },
+          {"os": "macos-15", "runner": "macos-15", "python": "${{ needs.check_env_variables.outputs.py-versions-test }}", arch: "auto" },
           {"os": "windows-latest", "runner": "windows-latest", "python": "${{ needs.check_env_variables.outputs.py-versions-test }}", arch: "auto" },
           {"os": "ubuntu-20.04", "runner": "ubuntu-22.04", "python": "${{ needs.check_env_variables.outputs.py-versions-test }}", arch: "aarch64" }
         ]