diff --git a/nwp/assets/dwd/archive_to_hf.py b/nwp/assets/dwd/archive_to_hf.py
index 55f2101..1d57301 100644
--- a/nwp/assets/dwd/archive_to_hf.py
+++ b/nwp/assets/dwd/archive_to_hf.py
@@ -4,7 +4,7 @@
 
 import xarray as xr
 import zarr
-from dagster import asset  # import the `dagster` library
+from dagster import asset
 from huggingface_hub import HfApi
 from ocf_blosc2 import Blosc2
 
@@ -221,3 +221,4 @@ def upload_model_files_to_hf(config: IconConfig):
         repo_type="dataset",
     )
     shutil.rmtree(config.folder)
+
diff --git a/nwp/assets/ecmwf/mars.py b/nwp/assets/ecmwf/mars.py
index 4669d80..762524c 100644
--- a/nwp/assets/ecmwf/mars.py
+++ b/nwp/assets/ecmwf/mars.py
@@ -1,6 +1,5 @@
-from dagster_docker import execute_docker_container
 from dagster import Config, OpExecutionContext, op
-import datetime as dt
+from dagster_docker import execute_docker_container
 
 
 class NWPConsumerConfig(Config):
@@ -8,26 +7,22 @@ class NWPConsumerConfig(Config):
     date_to: str
     source: str
     docker_volumes: list[str]
+    env_vars: list[str]
 
 @op
 def nwp_consumer_docker_op(context: OpExecutionContext, config: NWPConsumerConfig):
     execute_docker_container(
-            context=context,
-            image="ghcr.io/openclimatefix/nwp-consumer",
-            command=[
-                "consume", f'--source={config.source}', 
-                f'--from={config.date_from}', 
-                f'--to={config.date_to}'
-            ],
-            env_vars=[
-                "ECMWF_API_KEY", "ECMWF_API_URL", "ECMWF_API_EMAIL",
-                "CEDA_FTP_USER", "CEDA_FTP_PASS",
-                "METOFFICE_ORDER_ID", "METOFFICE_CLIENT_ID", "METOFFICE_CLIENT_SECRET",
-                "AWS_S3_BUCKET", "AWS_REGION", "AWS_ACCESS_KEY", "AWS_ACCESS_SECRET",
-            ],
-            container_kwargs={
-                "volumes": docker_volumes
-            }
+        context=context,
+        image="ghcr.io/openclimatefix/nwp-consumer:latest",
+        command=[
+            "consume", f'--source={config.source}',
+            f'--from={config.date_from}',
+            f'--to={config.date_to}'
+        ],
+        env_vars=config.env_vars,
+        container_kwargs={
+            "volumes": config.docker_volumes
+        }
     )
 
     pass
diff --git a/nwp/jobs.py b/nwp/jobs.py
index 9d0184a..56368f6 100644
--- a/nwp/jobs.py
+++ b/nwp/jobs.py
@@ -1,9 +1,19 @@
-from dagster import AssetSelection, ScheduleDefinition, define_asset_job, schedule, job, RunConfig, ScheduleEvaluationContext
+import datetime as dt
+
+from dagster import (
+    AssetSelection,
+    DailyPartitionsDefinition,
+    ScheduleDefinition,
+    build_schedule_from_partitioned_job,
+    define_asset_job,
+    job,
+    partitioned_config,
+)
 
 from nwp.assets.dwd.common import IconConfig
-from nwp.assets.ecmwf.mars import nwp_consumer_docker_op, NWPConsumerConfig
+from nwp.assets.ecmwf.mars import nwp_consumer_docker_op
 
-import datetime as dt
+schedules = []
 
 dwd_base_path = "/mnt/storage_b/data/ocf/solar_pv_nowcasting/nowcasting_dataset_pipeline/NWP/DWD"
 
@@ -31,7 +41,7 @@ def build_config_on_runtime(model, run, delay=0):
                     }}
                 )
             match (delay, r):
-                case (0, "00"): 
+                case (0, "00"):
                     schedules.append(ScheduleDefinition(job=asset_job, cron_schedule="30 4 * * *"))
                 case (0, "06"):
                     schedules.append(ScheduleDefinition(job=asset_job, cron_schedule="30 10 * * *"))
@@ -47,30 +57,20 @@ def build_config_on_runtime(model, run, delay=0):
                     schedules.append(ScheduleDefinition(job=asset_job, cron_schedule="0 6 * * *"))
                 case (1, "18"):
                     schedules.append(ScheduleDefinition(job=asset_job, cron_schedule="0 8 * * *"))
-            
-@job
-def nwp_consumer_docker_job():
-    nwp_consumer_docker_op()
 
-@schedule(job=nwp_consumer_docker_job, cron_schedule="0 13 * * *")
-def ecmwf_daily_local_archive_schedule(context: ScheduleEvaluationContext):
-    scheduled_date = context.scheduled_execution_time.strftime("%Y-%m-%d")
-    return RunRequest(
-        run_key=None,
-        run_config={
-            "ops": {"nwp_consumer_docker_op": NWPConsumerConfig(
-                date_from=scheduled_date,
-                date_to=scheduled_date,
-                source="ecmwf-mars",
-                docker_volumes=[
-                    '/mnt/storage_b/data/ocf/solar_pv_nowcasting/nowcasting_dataset_pipeline/NWP/ECMWF/raw:/tmp/raw',
-                    '/mnt/storage_b/data/ocf/solar_pv_nowcasting/nowcasting_dataset_pipeline/NWP/ECMWF/zarr:/tmp/zarr',
-                    '/mnt/storage_b/data/ocf/solar_pv_nowcasting/nowcasting_dataset_pipeline/NWP/ECMWF/tmp:/tmp/nwpc'
-                ]
-                )}
-            },
-        tags={"date": scheduled_date},
-    )
 
-schedules.append(ecmwf_daily_local_archive_schedule)
+@partitioned_config(partitions_def=DailyPartitionsDefinition(start_date=dt.datetime(2021, 1, 1)))
+def ecmwf_daily_partitioned_config(start: dt.datetime, _end: dt.datetime):
+    return {"ops": {"nwp_consumer_docker_op": {"config": {
+        "date_from": start.strftime("%Y-%m-%d"),
+        "date_to": start.strftime("%Y-%m-%d"),
+        "source": "ecmwf-mars",
+        "env_vars": ["ECMWF_API_URL", "ECMWF_API_KEY", "ECMWF_API_EMAIL"],
+        "docker_volumes": ['/mnt/storage_b/data/ocf/solar_pv_nowcasting/nowcasting_dataset_pipeline/NWP/ECMWF:/tmp']
+    }}}}
+
+@job(config=ecmwf_daily_partitioned_config)
+def ecmwf_daily_local_archive():
+    nwp_consumer_docker_op()
 
+schedules.append(build_schedule_from_partitioned_job(ecmwf_daily_local_archive, hour_of_day=13))