diff --git a/src/sagemaker/local/image.py b/src/sagemaker/local/image.py
index 7b177e1ca8..38d963bfda 100644
--- a/src/sagemaker/local/image.py
+++ b/src/sagemaker/local/image.py
@@ -112,7 +112,11 @@ def __init__(
         self.container = None
 
     def process(
-        self, processing_inputs, processing_output_config, environment, processing_job_name
+        self,
+        processing_inputs,
+        processing_output_config,
+        environment,
+        processing_job_name,
     ):
         """Run a processing job locally using docker-compose.
 
@@ -139,7 +143,11 @@ def process(
         for host in self.hosts:
             _create_processing_config_file_directories(self.container_root, host)
             self.write_processing_config_files(
-                host, environment, processing_inputs, processing_output_config, processing_job_name
+                host,
+                environment,
+                processing_inputs,
+                processing_output_config,
+                processing_job_name,
             )
 
         self._generate_compose_file(
@@ -381,7 +389,12 @@ def retrieve_artifacts(self, compose_data, output_data_config, job_name):
         return os.path.join(output_data, "model.tar.gz")
 
     def write_processing_config_files(
-        self, host, environment, processing_inputs, processing_output_config, processing_job_name
+        self,
+        host,
+        environment,
+        processing_inputs,
+        processing_output_config,
+        processing_job_name,
     ):
         """Write the config files for the processing containers.
 
@@ -1080,8 +1093,14 @@ def _ecr_login_if_needed(boto_session, image):
     token = raw_token.decode("utf-8").strip("AWS:")
     ecr_url = auth["authorizationData"][0]["proxyEndpoint"]
 
-    cmd = "docker login -u AWS -p %s %s" % (token, ecr_url)
-    subprocess.check_output(cmd.split())
+    # Log in to ecr, but use communicate to not print creds to the console
+    cmd = f"docker login {ecr_url} -u AWS --password-stdin".split()
+    proc = subprocess.Popen(
+        cmd,
+        stdin=subprocess.PIPE,
+    )
+
+    proc.communicate(input=token.encode())
 
     return True
 
diff --git a/tests/unit/test_image.py b/tests/unit/test_image.py
index 27fe99202f..020f648834 100644
--- a/tests/unit/test_image.py
+++ b/tests/unit/test_image.py
@@ -753,8 +753,9 @@ def test_ecr_login_image_exists(_check_output, image):
     assert result is False
 
 
-@patch("subprocess.check_output", return_value="".encode("utf-8"))
-def test_ecr_login_needed(check_output):
+@patch("subprocess.Popen", return_value=Mock(autospec=subprocess.Popen))
+@patch("sagemaker.local.image._check_output", return_value="")
+def test_ecr_login_needed(mock_check_output, popen):
     session_mock = Mock()
 
     token = "very-secure-token"
@@ -775,13 +776,22 @@ def test_ecr_login_needed(check_output):
     }
     session_mock.client("ecr").get_authorization_token.return_value = response
     image = "520713654638.dkr.ecr.us-east-1.amazonaws.com/image-i-need:1.1"
-    result = sagemaker.local.image._ecr_login_if_needed(session_mock, image)
+    # What a sucessful login would look like
+    popen.return_value.communicate.return_value = (None, None)
 
-    expected_command = (
-        "docker login -u AWS -p %s https://520713654638.dkr.ecr.us-east-1.amazonaws.com" % token
-    )
+    result = sagemaker.local.image._ecr_login_if_needed(session_mock, image)
 
-    check_output.assert_called_with(expected_command.split())
+    mock_check_output.assert_called_with(f"docker images -q {image}")
+    expected_command = [
+        "docker",
+        "login",
+        "https://520713654638.dkr.ecr.us-east-1.amazonaws.com",
+        "-u",
+        "AWS",
+        "--password-stdin",
+    ]
+    popen.assert_called_with(expected_command, stdin=subprocess.PIPE)
+    popen.return_value.communicate.assert_called_with(input=token.encode())
     session_mock.client("ecr").get_authorization_token.assert_called_with(
         registryIds=["520713654638"]
     )