diff --git a/.github/workflows/posix.yml b/.github/workflows/posix.yml
index 0a914dd965a5e..f5cbb0e88ff11 100644
--- a/.github/workflows/posix.yml
+++ b/.github/workflows/posix.yml
@@ -62,6 +62,15 @@ jobs:
             pattern: "not slow and not network and not single_cpu"
             pandas_testing_mode: "deprecate"
             test_args: "-W error::DeprecationWarning:numpy"
+        exclude:
+          - env_file: actions-39.yaml
+            pyarrow_version: "6"
+          - env_file: actions-39.yaml
+            pyarrow_version: "7"
+          - env_file: actions-310.yaml
+            pyarrow_version: "6"
+          - env_file: actions-310.yaml
+            pyarrow_version: "7"
       fail-fast: false
     name: ${{ matrix.name || format('{0} pyarrow={1} {2}', matrix.env_file, matrix.pyarrow_version, matrix.pattern) }}
     env: