diff --git a/airflow/providers/amazon/aws/hooks/glue.py b/airflow/providers/amazon/aws/hooks/glue.py
index be85f2fec4cf3..2fc342675db44 100644
--- a/airflow/providers/amazon/aws/hooks/glue.py
+++ b/airflow/providers/amazon/aws/hooks/glue.py
@@ -185,7 +185,7 @@ def get_or_create_glue_job(self) -> str:
                     "Name": "glueetl",
                     "ScriptLocation": self.script_location,
                 }
-                command = self.create_job_kwargs.get("Command", default_command)
+                command = self.create_job_kwargs.pop("Command", default_command)
 
                 if "WorkerType" in self.create_job_kwargs and "NumberOfWorkers" in self.create_job_kwargs:
                     create_job_response = glue_client.create_job(
diff --git a/tests/providers/amazon/aws/hooks/test_glue.py b/tests/providers/amazon/aws/hooks/test_glue.py
index 4e3afd0453834..e8f55c5b81caa 100644
--- a/tests/providers/amazon/aws/hooks/test_glue.py
+++ b/tests/providers/amazon/aws/hooks/test_glue.py
@@ -102,6 +102,7 @@ def test_get_or_create_glue_job_create_new_job(self, mock_get_iam_execution_role
             script_location="s3://bucket",
             s3_bucket="bucket",
             region_name=self.some_aws_region,
+            create_job_kwargs={"Command": {}},
         )
 
         result = hook.get_or_create_glue_job()