diff --git a/plugins/flytekit-airflow/flytekitplugins/airflow/__init__.py b/plugins/flytekit-airflow/flytekitplugins/airflow/__init__.py
index f04e80bae6..bd8e647835 100644
--- a/plugins/flytekit-airflow/flytekitplugins/airflow/__init__.py
+++ b/plugins/flytekit-airflow/flytekitplugins/airflow/__init__.py
@@ -12,5 +12,10 @@
    AirflowConnector
 """
 
+import os
+
+# Configure Airflow to enable timer unit consistency to suppress deprecation warnings
+os.environ.setdefault("AIRFLOW__METRICS__TIMER_UNIT_CONSISTENCY", "True")
+
 from .connector import AirflowConnector
 from .task import AirflowObj, AirflowTask