diff --git a/x-pack/plugins/ml/server/models/job_service/new_job_caps/__mocks__/responses/data_view_rollup_cloudwatch.json b/x-pack/plugins/ml/server/models/job_service/new_job_caps/__mocks__/responses/data_view_rollup_cloudwatch.json
new file mode 100644
index 0000000000000..a6aeb81431532
--- /dev/null
+++ b/x-pack/plugins/ml/server/models/job_service/new_job_caps/__mocks__/responses/data_view_rollup_cloudwatch.json
@@ -0,0 +1,151 @@
+[
+  {
+    "id": "d6ac99b0-2777-11ec-8e1c-aba6d0767aaa",
+    "title": "cloud_roll_index",
+    "fieldFormatMap": {},
+    "typeMeta": {
+      "params": {
+        "rollup_index": "cloud_roll_index"
+      },
+      "aggs": {
+        "date_histogram": {
+          "@timestamp": {
+            "agg": "date_histogram",
+            "fixed_interval": "5m",
+            "time_zone": "UTC"
+          }
+        }
+      }
+    },
+    "fields": [
+      {
+        "count": 0,
+        "name": "_source",
+        "type": "_source",
+        "esTypes": [
+          "_source"
+        ],
+        "scripted": false,
+        "searchable": false,
+        "aggregatable": false,
+        "readFromDocValues": false
+      },
+      {
+        "count": 0,
+        "name": "_id",
+        "type": "string",
+        "esTypes": [
+          "_id"
+        ],
+        "scripted": false,
+        "searchable": true,
+        "aggregatable": false,
+        "readFromDocValues": false
+      },
+      {
+        "count": 0,
+        "name": "_type",
+        "type": "string",
+        "scripted": false,
+        "searchable": false,
+        "aggregatable": false,
+        "readFromDocValues": false
+      },
+      {
+        "count": 0,
+        "name": "_index",
+        "type": "string",
+        "esTypes": [
+          "_index"
+        ],
+        "scripted": false,
+        "searchable": true,
+        "aggregatable": true,
+        "readFromDocValues": false
+      },
+      {
+        "count": 0,
+        "name": "_score",
+        "type": "number",
+        "scripted": false,
+        "searchable": false,
+        "aggregatable": false,
+        "readFromDocValues": false
+      },
+      {
+        "count": 0,
+        "name": "@timestamp",
+        "type": "date",
+        "esTypes": [
+          "date"
+        ],
+        "scripted": false,
+        "searchable": true,
+        "aggregatable": true,
+        "readFromDocValues": true
+      }
+    ],
+    "timeFieldName": "@timestamp",
+    "type": "rollup",
+    "metaFields": [
+      "_source",
+      "_id",
+      "_type",
+      "_index",
+      "_score"
+    ],
+    "version": "WzY5NjEsNF0=",
+    "originalSavedObjectBody": {
+      "fieldAttrs": "{}",
+      "title": "cloud_roll_index",
+      "timeFieldName": "@timestamp",
+      "fields": "[]",
+      "type": "rollup",
+      "typeMeta": "{\"params\":{\"rollup_index\":\"cloud_roll_index\"},\"aggs\":{\"date_histogram\":{\"@timestamp\":{\"agg\":\"date_histogram\",\"fixed_interval\":\"5m\",\"time_zone\":\"UTC\"}}}}",
+      "runtimeFieldMap": "{}"
+    },
+    "shortDotsEnable": false,
+    "fieldFormats": {
+      "fieldFormats": {},
+      "defaultMap": {
+        "ip": {
+          "id": "ip",
+          "params": {}
+        },
+        "date": {
+          "id": "date",
+          "params": {}
+        },
+        "date_nanos": {
+          "id": "date_nanos",
+          "params": {},
+          "es": true
+        },
+        "number": {
+          "id": "number",
+          "params": {}
+        },
+        "boolean": {
+          "id": "boolean",
+          "params": {}
+        },
+        "histogram": {
+          "id": "histogram",
+          "params": {}
+        },
+        "_source": {
+          "id": "_source",
+          "params": {}
+        },
+        "_default_": {
+          "id": "string",
+          "params": {}
+        }
+      },
+      "metaParamsOptions": {}
+    },
+    "fieldAttrs": {},
+    "runtimeFieldMap": {},
+    "allowNoIndex": false
+  }
+]
diff --git a/x-pack/plugins/ml/server/models/job_service/new_job_caps/__mocks__/responses/kibana_saved_objects.json b/x-pack/plugins/ml/server/models/job_service/new_job_caps/__mocks__/responses/kibana_saved_objects.json
deleted file mode 100644
index 9e2af76264231..0000000000000
--- a/x-pack/plugins/ml/server/models/job_service/new_job_caps/__mocks__/responses/kibana_saved_objects.json
+++ /dev/null
@@ -1,35 +0,0 @@
-{
-  "page": 1,
-  "per_page": 1000,
-  "total": 4,
-  "saved_objects": [
-    {
-      "type": "index-pattern",
-      "id": "be0eebe0-65ac-11e9-aa86-0793be5f3670",
-      "attributes": {
-        "title": "farequote-*"
-      },
-      "references": [],
-      "migrationVersion": {
-        "index-pattern": "6.5.0"
-      },
-      "updated_at": "2019-04-23T09:47:02.203Z",
-      "version": "WzcsMV0="
-    },
-    {
-      "type": "index-pattern",
-      "id": "be14ceb0-66b1-11e9-91c9-ffa52374d341",
-      "attributes": {
-        "typeMeta": "{\"params\":{\"rollup_index\":\"cloud_roll_index\"},\"aggs\":{\"histogram\":{\"NetworkOut\":{\"agg\":\"histogram\",\"interval\":5},\"CPUUtilization\":{\"agg\":\"histogram\",\"interval\":5},\"NetworkIn\":{\"agg\":\"histogram\",\"interval\":5}},\"avg\":{\"NetworkOut\":{\"agg\":\"avg\"},\"CPUUtilization\":{\"agg\":\"avg\"},\"NetworkIn\":{\"agg\":\"avg\"},\"DiskReadBytes\":{\"agg\":\"avg\"}},\"min\":{\"NetworkOut\":{\"agg\":\"min\"},\"NetworkIn\":{\"agg\":\"min\"}},\"value_count\":{\"NetworkOut\":{\"agg\":\"value_count\"},\"DiskReadBytes\":{\"agg\":\"value_count\"},\"CPUUtilization\":{\"agg\":\"value_count\"},\"NetworkIn\":{\"agg\":\"value_count\"}},\"max\":{\"CPUUtilization\":{\"agg\":\"max\"},\"DiskReadBytes\":{\"agg\":\"max\"}},\"date_histogram\":{\"@timestamp\":{\"agg\":\"date_histogram\",\"delay\":\"1d\",\"fixed_interval\":\"5m\",\"time_zone\":\"UTC\"}},\"terms\":{\"instance\":{\"agg\":\"terms\"},\"sourcetype.keyword\":{\"agg\":\"terms\"},\"region\":{\"agg\":\"terms\"}},\"sum\":{\"DiskReadBytes\":{\"agg\":\"sum\"},\"NetworkOut\":{\"agg\":\"sum\"}}}}",
-        "title": "cloud_roll_index",
-        "type": "rollup"
-      },
-      "references": [],
-      "migrationVersion": {
-        "index-pattern": "6.5.0"
-      },
-      "updated_at": "2019-04-24T16:55:20.550Z",
-      "version": "Wzc0LDJd"
-    }
-  ]
-}
diff --git a/x-pack/plugins/ml/server/models/job_service/new_job_caps/new_job_caps.test.ts b/x-pack/plugins/ml/server/models/job_service/new_job_caps/new_job_caps.test.ts
index 3196c6859d42d..c0f270f1df96c 100644
--- a/x-pack/plugins/ml/server/models/job_service/new_job_caps/new_job_caps.test.ts
+++ b/x-pack/plugins/ml/server/models/job_service/new_job_caps/new_job_caps.test.ts
@@ -10,7 +10,7 @@ import { newJobCapsProvider } from './index';
 import farequoteFieldCaps from './__mocks__/responses/farequote_field_caps.json';
 import cloudwatchFieldCaps from './__mocks__/responses/cloudwatch_field_caps.json';
 import rollupCaps from './__mocks__/responses/rollup_caps.json';
-import kibanaSavedObjects from './__mocks__/responses/kibana_saved_objects.json';
+import dataView from './__mocks__/responses/data_view_rollup_cloudwatch.json';
 
 import farequoteJobCaps from './__mocks__/results/farequote_job_caps.json';
 import farequoteJobCapsEmpty from './__mocks__/results/farequote_job_caps_empty.json';
@@ -43,7 +43,7 @@ describe('job_service - job_caps', () => {
 
     dataViews = {
       async find() {
-        return Promise.resolve([kibanaSavedObjects]);
+        return Promise.resolve(dataView);
       },
     };
   });