diff --git a/superset-frontend/src/views/CRUD/data/dataset/AddDatasetModal.tsx b/superset-frontend/src/views/CRUD/data/dataset/AddDatasetModal.tsx
index ea184acce4ea..81f09a9f4944 100644
--- a/superset-frontend/src/views/CRUD/data/dataset/AddDatasetModal.tsx
+++ b/superset-frontend/src/views/CRUD/data/dataset/AddDatasetModal.tsx
@@ -17,9 +17,10 @@
  * under the License.
  */
 import React, { FunctionComponent, useState } from 'react';
-import { styled, t } from '@superset-ui/core';
+import { styled, t, useTheme } from '@superset-ui/core';
 import { useSingleViewResource } from 'src/views/CRUD/hooks';
 import { isEmpty, isNil } from 'lodash';
+import Icons from 'src/components/Icons';
 import Modal from 'src/components/Modal';
 import TableSelector from 'src/components/TableSelector';
 import withToasts from 'src/messageToasts/enhancers/withToasts';
@@ -38,6 +39,10 @@ interface DatasetModalProps {
   show: boolean;
 }
 
+const StyledIcon = styled(Icons.WarningSolid)`
+  margin: auto ${({ theme }) => theme.gridUnit * 2}px auto 0;
+`;
+
 const TableSelectorContainer = styled.div`
   padding-bottom: 340px;
   width: 65%;
@@ -60,6 +65,8 @@ const DatasetModal: FunctionComponent<DatasetModalProps> = ({
     addDangerToast,
   );
 
+  const theme = useTheme();
+
   const onChange = ({
     dbId,
     schema,
@@ -100,7 +107,12 @@ const DatasetModal: FunctionComponent<DatasetModalProps> = ({
       onHide={onHide}
       primaryButtonName={t('Add')}
       show={show}
-      title={t('Add dataset')}
+      title={
+        <>
+          <StyledIcon iconColor={theme.colors.grayscale.base} />
+          {t('Add dataset')}
+        </>
+      }
     >
       <TableSelectorContainer>
         <TableSelector