diff --git a/dev/tasks/tasks.yml b/dev/tasks/tasks.yml
index a10b912fda5ca..cd13f029917ab 100644
--- a/dev/tasks/tasks.yml
+++ b/dev/tasks/tasks.yml
@@ -1241,7 +1241,7 @@ tasks:
     params:
       env:
         PYTHON: "{{ python_version }}"
-        PYTEST_ARGS: "-W error -W ignore:Setting custom ClientSession:DeprecationWarning"
+        PYTEST_ARGS: "-W error -W \"ignore:Setting custom ClientSession:DeprecationWarning\""
       image: conda-python
 {% endfor %}