diff --git a/code/backend/batch/utilities/helpers/AzureBlobStorageClient.py b/code/backend/batch/utilities/helpers/AzureBlobStorageClient.py
index ea1fb4dce..10dc1391c 100644
--- a/code/backend/batch/utilities/helpers/AzureBlobStorageClient.py
+++ b/code/backend/batch/utilities/helpers/AzureBlobStorageClient.py
@@ -168,7 +168,21 @@ def delete_file(self, file_name):
         blob_client = self.blob_service_client.get_blob_client(
             container=self.container_name, blob=file_name
         )
-        blob_client.delete_blob()
+        if blob_client.exists():
+            blob_client.delete_blob()
+
+    def delete_files(self, files):
+        """
+        Deletes files from the Azure Blob Storage container.
+
+        Args:
+            files (list[str]): The names of the files to delete.
+
+        Returns:
+            None
+        """
+        for filename, ids in files.items():
+            self.delete_file(filename)
 
     def get_all_files(self):
         # Get all files in the container from Azure Blob Storage
diff --git a/code/backend/pages/03_Delete_Data.py b/code/backend/pages/03_Delete_Data.py
index 6b71b547c..f9391b03b 100644
--- a/code/backend/pages/03_Delete_Data.py
+++ b/code/backend/pages/03_Delete_Data.py
@@ -5,6 +5,7 @@
 import logging
 from batch.utilities.helpers.EnvHelper import EnvHelper
 from batch.utilities.search.Search import Search
+from batch.utilities.helpers.AzureBlobStorageClient import AzureBlobStorageClient
 
 sys.path.append(os.path.join(os.path.dirname(__file__), ".."))
 env_helper: EnvHelper = EnvHelper()
@@ -65,6 +66,9 @@
                 files_to_delete = search_handler.delete_files(
                     selected_files,
                 )
+                # Delete from Storage
+                blob_client = AzureBlobStorageClient()
+                blob_client.delete_files(selected_files)
                 if len(files_to_delete) > 0:
                     st.success("Deleted files: " + str(files_to_delete))