diff --git a/metaflow/plugins/aws/batch/batch.py b/metaflow/plugins/aws/batch/batch.py
index 4f26eeb8502..00719cbd70f 100644
--- a/metaflow/plugins/aws/batch/batch.py
+++ b/metaflow/plugins/aws/batch/batch.py
@@ -245,6 +245,7 @@ def create_job(
         ephemeral_storage=None,
         log_driver=None,
         log_options=None,
+        container_secrets=None,
         offload_command_to_s3=False,
     ):
         job_name = self._job_name(
@@ -303,6 +304,7 @@ def create_job(
                 ephemeral_storage=ephemeral_storage,
                 log_driver=log_driver,
                 log_options=log_options,
+                container_secrets=container_secrets,
             )
             .task_id(attrs.get("metaflow.task_id"))
             .environment_variable("AWS_DEFAULT_REGION", self._client.region())
@@ -427,6 +429,7 @@ def launch_job(
         ephemeral_storage=None,
         log_driver=None,
         log_options=None,
+        container_secrets=None,
     ):
         if queue is None:
             queue = next(self._client.active_job_queues(), None)
@@ -469,6 +472,7 @@ def launch_job(
             ephemeral_storage=ephemeral_storage,
             log_driver=log_driver,
             log_options=log_options,
+            container_secrets=container_secrets,
         )
         self.num_parallel = num_parallel
         self.job = job.execute()
diff --git a/metaflow/plugins/aws/batch/batch_cli.py b/metaflow/plugins/aws/batch/batch_cli.py
index 6c8153da3a4..529b76fe40b 100644
--- a/metaflow/plugins/aws/batch/batch_cli.py
+++ b/metaflow/plugins/aws/batch/batch_cli.py
@@ -298,6 +298,25 @@ def echo(msg, stream="stderr", batch_id=None, **kwargs):
     if env_deco:
         env.update(env_deco[0].attributes["vars"])
 
+    # Collect ECS-style container secrets from @secrets decorator, if any.
+    # These entries have shape: {"name": <ENV>, "value_from": <SecretsManager ARN>} (snake_case input),
+    # and will be injected at container startup by AWS Batch/ECS via job definition.
+    container_secrets = []
+    secrets_deco = [deco for deco in node.decorators if deco.name == "secrets"]
+    if secrets_deco:
+        try:
+            for s in secrets_deco[0].attributes.get("sources", []) or []:
+                if isinstance(s, dict):
+                    name = s.get("name")
+                    value_from = s.get("value_from")
+                    if isinstance(name, str) and isinstance(value_from, str):
+                        container_secrets.append(
+                            {"name": name, "value_from": value_from}
+                        )
+        except Exception:
+            # best-effort only; ignore malformed entries silently to avoid breaking launches
+            pass
+
     # Add the environment variables related to the input-paths argument
     if split_vars:
         env.update(split_vars)
@@ -366,6 +385,7 @@ def _sync_metadata():
                 log_driver=log_driver,
                 log_options=log_options,
                 num_parallel=num_parallel,
+                container_secrets=container_secrets,
             )
     except Exception:
         traceback.print_exc()
diff --git a/metaflow/plugins/aws/batch/batch_client.py b/metaflow/plugins/aws/batch/batch_client.py
index bf0f6a824e7..d81698b18dc 100644
--- a/metaflow/plugins/aws/batch/batch_client.py
+++ b/metaflow/plugins/aws/batch/batch_client.py
@@ -162,6 +162,7 @@ def _register_job_definition(
         ephemeral_storage,
         log_driver,
         log_options,
+        container_secrets=None,
     ):
         # identify platform from any compute environment associated with the
         # queue
@@ -199,6 +200,19 @@ def _register_job_definition(
             "propagateTags": True,
         }
 
+        # Inject ECS secrets for container-start environment variables, if provided.
+        if container_secrets:
+            norm = []
+            for item in container_secrets:
+                if not isinstance(item, dict):
+                    continue
+                name = item.get("name")
+                value_from = item.get("value_from")
+                if isinstance(name, str) and isinstance(value_from, str):
+                    norm.append({"name": name, "valueFrom": value_from})
+            if norm:
+                job_definition["containerProperties"]["secrets"] = norm
+
         log_options_dict = {}
         if log_options:
             if isinstance(log_options, str):
@@ -480,6 +494,7 @@ def job_def(
         ephemeral_storage,
         log_driver,
         log_options,
+        container_secrets=None,
     ):
         self.payload["jobDefinition"] = self._register_job_definition(
             image,
@@ -502,6 +517,7 @@ def job_def(
             ephemeral_storage,
             log_driver,
             log_options,
+            container_secrets,
         )
         return self