diff --git a/pipeline/dags/sustainability_score/README.md b/pipeline/dags/sustainability_score/README.md
new file mode 100644
index 0000000..3a60a92
--- /dev/null
+++ b/pipeline/dags/sustainability_score/README.md
@@ -0,0 +1,3 @@
+# Sustainability score
+
+Placeholder
diff --git a/pipeline/dags/sustainability_score/__init__.py b/pipeline/dags/sustainability_score/__init__.py
new file mode 100644
index 0000000..ebd011c
--- /dev/null
+++ b/pipeline/dags/sustainability_score/__init__.py
@@ -0,0 +1,39 @@
+"""
+DAG IDs: sustainability_score
+"""
+
+import os
+from datetime import datetime
+
+import utils
+
+from airflow import DAG
+from airflow.operators.dummy_operator import DummyOperator
+
+from airflow.providers.apache.beam.operators.beam import BeamRunPythonPipelineOperator
+
+
+HOME = os.environ["HOME"]
+CSV_FNAME = (
+    "large_target_store_products_dataset_sample - "
+    "large_target_store_products_dataset_sample.csv"
+)
+CONFIG = {
+    "input": f"{ HOME }/gcs/data/{ CSV_FNAME }",
+    "beam_etl_path": "/beam_etl/main.py",
+}
+
+with DAG(
+    "sustainability_score",
+    schedule_interval="0 * * * 1-5",
+    catchup=False,
+    max_active_runs=10,
+    start_date=datetime(2023, 6, 21),
+    doc_md=utils.load_docs(__file__),
+    params=CONFIG,
+) as dag:
+    etl_pipeline = BeamRunPythonPipelineOperator(
+        task_id="beam_etl",
+        py_file="{{ params.beam_etl_path }}",
+        pipeline_options={"input": "{{ params.input }}"},
+    )
diff --git a/pipeline/dags/utils.py b/pipeline/dags/utils.py
new file mode 100644
index 0000000..f945604
--- /dev/null
+++ b/pipeline/dags/utils.py
@@ -0,0 +1,12 @@
+"""
+Misc helper functions
+"""
+
+import pathlib
+
+def load_docs(caller_path, fname="README.md"):
+    """Load the README.md file for the DAG's docs"""
+    caller_wd = pathlib.Path(caller_path).parent
+    with pathlib.Path(caller_wd, fname).open(encoding="utf-8") as docs_fh:
+        docs = docs_fh.read()
+    return docs
diff --git a/pipeline/docker-compose.yml b/pipeline/docker-compose.yml
index 269834a..517e663 100644
--- a/pipeline/docker-compose.yml
+++ b/pipeline/docker-compose.yml
@@ -6,10 +6,12 @@ x-airflow-common:
     image: us-docker.pkg.dev/cloud-airflow-releaser/airflow-worker-scheduler-2-5-1/airflow-worker-scheduler-2-5-1:composer-2.3.1-airflow-2-5-1
     entrypoint: /usr/local/bin/airflow-entrypoint.sh
     volumes:
+      - ./state/airflow-data:/home/airflow/airflow
+      - ./dags:/home/airflow/airflow/dags
       - ./scripts/airflow-init.sh:/usr/local/bin/airflow-init.sh:ro
       - ./scripts/airflow-entrypoint.sh:/usr/local/bin/airflow-entrypoint.sh:ro
       - ../data:/home/airflow/gcs/data:ro
-      - ./state/airflow-data:/home/airflow/airflow
+      - ./beam_etl:/beam_etl:ro
     environment:
       AIRFLOW__CORE__LOAD_EXAMPLES: 'false'