diff --git a/src/api-service/__app__/onefuzzlib/workers/scalesets.py b/src/api-service/__app__/onefuzzlib/workers/scalesets.py
index 629a566df..c66c34056 100644
--- a/src/api-service/__app__/onefuzzlib/workers/scalesets.py
+++ b/src/api-service/__app__/onefuzzlib/workers/scalesets.py
@@ -268,6 +268,11 @@ class Scaleset(BASE_SCALESET, ORMMixin):
                 self.scaleset_id,
             )
 
+            auto_scaling = self.try_to_enable_auto_scaling()
+            if isinstance(auto_scaling, Error):
+                self.set_failed(auto_scaling)
+                return
+
             identity_result = self.try_set_identity(vmss)
             if identity_result:
                 self.set_failed(identity_result)
@@ -869,6 +874,8 @@ class Scaleset(BASE_SCALESET, ORMMixin):
             logging.error(capacity_failed)
             return capacity_failed
 
-        auto_scale_profile = create_auto_scale_profile(1, capacity, pool_queue_uri)
+        auto_scale_profile = create_auto_scale_profile(
+            capacity, capacity, pool_queue_uri
+        )
         logging.info("Added auto scale resource to scaleset: %s" % self.scaleset_id)
         return add_auto_scale_to_vmss(self.scaleset_id, auto_scale_profile)
diff --git a/src/deployment/azuredeploy.json b/src/deployment/azuredeploy.json
index 9930c7dd2..b8ca2f8d0 100644
--- a/src/deployment/azuredeploy.json
+++ b/src/deployment/azuredeploy.json
@@ -67,6 +67,7 @@
         "Storage Account Contributor": "17d1049b-9a84-46fb-8f53-869881c3d3ab",
         "Virtual Machine Contributor": "9980e02c-c2be-4d73-94e8-173b1dc7cf3c",
         "Storage Blob Data Reader": "2a2b9908-6ea1-4ae2-8e65-a410df84e7d1",
+        "Contributor": "b24988ac-6180-42a0-ab88-20f7382dd24c",
         "keyVaultName": "[concat('of-kv-', uniquestring(resourceGroup().id))]"
     },
     "functions": [
@@ -819,6 +820,21 @@
                 "OWNER": "[parameters('owner')]"
             }
         },
+        {
+            "type": "Microsoft.Authorization/roleAssignments",
+            "apiVersion": "2017-09-01",
+            "name": "[guid(concat(resourceGroup().id, '-contributor'))]",
+            "properties": {
+                "roleDefinitionId": "[concat('/subscriptions/', subscription().subscriptionId, '/providers/Microsoft.Authorization/roleDefinitions/', variables('Contributor'))]",
+                "principalId": "[reference(resourceId('Microsoft.Web/sites', parameters('name')), '2018-02-01', 'Full').identity.principalId]"
+            },
+            "DependsOn": [
+                "[resourceId('Microsoft.Web/sites', parameters('name'))]"
+            ],
+            "tags": {
+                "OWNER": "[parameters('owner')]"
+            }
+        },
         {
             "type": "Microsoft.Authorization/roleAssignments",
             "apiVersion": "2018-07-01",