diff --git a/ci/deps/actions-39.yaml b/ci/deps/actions-39.yaml
index 8704c65b5a83d..03f2bc84bcc01 100644
--- a/ci/deps/actions-39.yaml
+++ b/ci/deps/actions-39.yaml
@@ -30,7 +30,6 @@ dependencies:
   - python-dateutil
   - pytz
   - s3fs>=0.4.2
-  - aiobotocore<=1.3.3
   - scipy
   - sqlalchemy
   - xlrd
diff --git a/ci/deps/azure-windows-37.yaml b/ci/deps/azure-windows-37.yaml
index 6f0a1e37dbf3d..4df55813ea21c 100644
--- a/ci/deps/azure-windows-37.yaml
+++ b/ci/deps/azure-windows-37.yaml
@@ -31,7 +31,6 @@ dependencies:
   - python-dateutil
   - pytz
   - s3fs>=0.4.2
-  - aiobotocore<=1.3.3
   - scipy
   - sqlalchemy
   - xlrd>=2.0
diff --git a/ci/deps/azure-windows-38.yaml b/ci/deps/azure-windows-38.yaml
index f65b794e54d58..70aa46e8a5851 100644
--- a/ci/deps/azure-windows-38.yaml
+++ b/ci/deps/azure-windows-38.yaml
@@ -30,7 +30,6 @@ dependencies:
   - python-dateutil
   - pytz
   - s3fs>=0.4.0
-  - aiobotocore<=1.3.3
   - scipy
   - xlrd<2.0
   - xlsxwriter
diff --git a/environment.yml b/environment.yml
index 97169b99c86c3..13d022c3f0e72 100644
--- a/environment.yml
+++ b/environment.yml
@@ -106,7 +106,7 @@ dependencies:
   - pyqt>=5.9.2  # pandas.read_clipboard
   - pytables>=3.5.1  # pandas.read_hdf, DataFrame.to_hdf
   - s3fs>=0.4.0  # file IO when using 's3://...' path
-  - aiobotocore<=1.3.3  # Remove when s3fs is at 2021.08.0
+  - aiobotocore
   - fsspec>=0.7.4, <2021.6.0  # for generic remote file operations
   - gcsfs>=0.6.0  # file IO when using 'gcs://...' path
   - sqlalchemy  # pandas.read_sql, DataFrame.to_sql
diff --git a/requirements-dev.txt b/requirements-dev.txt
index 6f253b2e03d77..0341f645e595b 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -70,7 +70,7 @@ python-snappy
 pyqt5>=5.9.2
 tables>=3.5.1
 s3fs>=0.4.0
-aiobotocore<=1.3.3
+aiobotocore
 fsspec>=0.7.4, <2021.6.0
 gcsfs>=0.6.0
 sqlalchemy