diff --git a/python/pyarrow/conftest.py b/python/pyarrow/conftest.py
index 234fb8ca79be..9fed75dac3ee 100644
--- a/python/pyarrow/conftest.py
+++ b/python/pyarrow/conftest.py
@@ -123,7 +123,10 @@
     pass
 
 try:
-    import pyarrow.gandiva  # noqa
+    import warnings
+    with warnings.catch_warnings():
+        warnings.simplefilter("ignore", FutureWarning)
+        import pyarrow.gandiva  # noqa
     defaults['gandiva'] = True
 except ImportError:
     pass