diff --git a/setup.cfg b/setup.cfg
index 265ea78c6..f8254aa19 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -103,7 +103,9 @@ hdfs =
     pyarrow>=1
     fsspec[arrow]
 oss = ossfs>=2021.8.0
-s3 = s3fs[boto3]>=2021.11.1
+s3 =
+    s3fs[boto3]>=2021.11.1
+    aiobotocore[boto3]>2
 ssh =
     # due to https://github.com/python-poetry/poetry/issues/4683, we have to
     # explicitly specify bcrypt here