diff --git a/tests/providers/amazon/aws/hooks/test_emr.py b/tests/providers/amazon/aws/hooks/test_emr.py
index 2489d130afe2e..5cd4a7304e76a 100644
--- a/tests/providers/amazon/aws/hooks/test_emr.py
+++ b/tests/providers/amazon/aws/hooks/test_emr.py
@@ -18,6 +18,7 @@
 from __future__ import annotations
 
 import re
+import sys
 import warnings
 from unittest import mock
 
@@ -171,6 +172,13 @@ def test_create_job_flow_extra_args(self):
         with warnings.catch_warnings():
             # Expected no warnings if ``emr_conn_id`` exists with correct conn_type
             warnings.simplefilter("error")
+            if sys.version_info >= (3, 12):
+                # Ignore some modules' warnings in Python 3.12
+                warnings.filterwarnings(
+                    "ignore",
+                    module="botocore.auth",
+                    message=r"datetime.datetime.utcnow\(\) is deprecated*",
+                )
             cluster = hook.create_job_flow({"Name": "test_cluster", "ReleaseLabel": "", "AmiVersion": "3.2"})
         cluster = client.describe_cluster(ClusterId=cluster["JobFlowId"])["Cluster"]
 
diff --git a/tests/providers/amazon/conftest.py b/tests/providers/amazon/conftest.py
index 4ea7f429bc1e4..eef71f1bb3756 100644
--- a/tests/providers/amazon/conftest.py
+++ b/tests/providers/amazon/conftest.py
@@ -18,6 +18,7 @@
 from __future__ import annotations
 
 import os
+import sys
 import warnings
 
 try:
@@ -59,6 +60,13 @@ def filter_botocore_warnings(botocore_version):
                 module="botocore.client",
                 message="The .* client is currently using a deprecated endpoint.*",
             )
+        if sys.version_info >= (3, 12):
+            # Ignore some modules' warnings in Python 3.12
+            warnings.filterwarnings(
+                "ignore",
+                module="botocore.auth",
+                message=r"datetime.datetime.utcnow\(\) is deprecated*",
+            )
         yield