diff --git a/x-pack/legacy/plugins/ml/public/data_frame_analytics/pages/analytics_management/components/analytics_list/analytics_list.tsx b/x-pack/legacy/plugins/ml/public/data_frame_analytics/pages/analytics_management/components/analytics_list/analytics_list.tsx
index d3ddc5999e7d3..47e95ccf00672 100644
--- a/x-pack/legacy/plugins/ml/public/data_frame_analytics/pages/analytics_management/components/analytics_list/analytics_list.tsx
+++ b/x-pack/legacy/plugins/ml/public/data_frame_analytics/pages/analytics_management/components/analytics_list/analytics_list.tsx
@@ -37,7 +37,6 @@ import { getAnalyticsFactory } from '../../services/analytics_service';
 import { getColumns } from './columns';
 import { ExpandedRow } from './expanded_row';
 import { ProgressBar, AnalyticsTable } from './analytics_table';
-import { useRefreshInterval } from './use_refresh_interval';
 
 function getItemIdToExpandedRowMap(
   itemIds: DataFrameAnalyticsId[],
@@ -65,12 +64,15 @@ function stringMatch(str: string | undefined, substr: string) {
 
 interface Props {
   isManagementTable?: boolean;
+  blockRefresh?: boolean;
 }
 // isManagementTable - for use in Kibana managagement ML section
-export const DataFrameAnalyticsList: FC<Props> = ({ isManagementTable }) => {
+export const DataFrameAnalyticsList: FC<Props> = ({
+  isManagementTable = false,
+  blockRefresh = false,
+}) => {
   const [isInitialized, setIsInitialized] = useState(false);
   const [isLoading, setIsLoading] = useState(false);
-  const [blockRefresh, setBlockRefresh] = useState(false);
   const [filterActive, setFilterActive] = useState(false);
 
   const [analytics, setAnalytics] = useState<DataFrameAnalyticsListRow[]>([]);
@@ -101,8 +103,6 @@ export const DataFrameAnalyticsList: FC<Props> = ({ isManagementTable }) => {
     isLoading: setIsLoading,
     onRefresh: () => getAnalytics(true),
   });
-  // Call useRefreshInterval() after the subscription above is set up.
-  useRefreshInterval(setBlockRefresh);
 
   const onQueryChange = ({ query, error }: { query: Query; error: any }) => {
     if (error) {
diff --git a/x-pack/legacy/plugins/ml/public/data_frame_analytics/pages/analytics_management/components/analytics_list/columns.tsx b/x-pack/legacy/plugins/ml/public/data_frame_analytics/pages/analytics_management/components/analytics_list/columns.tsx
index 4362a0f8d7106..63def83dd6705 100644
--- a/x-pack/legacy/plugins/ml/public/data_frame_analytics/pages/analytics_management/components/analytics_list/columns.tsx
+++ b/x-pack/legacy/plugins/ml/public/data_frame_analytics/pages/analytics_management/components/analytics_list/columns.tsx
@@ -105,6 +105,7 @@ export const getColumns = (
       name: 'ID',
       sortable: true,
       truncateText: true,
+      width: isManagementTable === true ? '20%' : undefined,
     },
     // Description is not supported yet by API
     /*
@@ -124,6 +125,7 @@ export const getColumns = (
       }),
       sortable: true,
       truncateText: true,
+      width: isManagementTable === true ? '25%' : undefined,
     },
     {
       field: DataFrameAnalyticsListColumn.configDestIndex,
@@ -132,6 +134,7 @@ export const getColumns = (
       }),
       sortable: true,
       truncateText: true,
+      width: isManagementTable === true ? '20%' : undefined,
     },
     {
       name: i18n.translate('xpack.ml.dataframe.analyticsList.status', { defaultMessage: 'Status' }),
@@ -208,7 +211,14 @@ export const getColumns = (
     },
   ];
 
-  if (isManagementTable === false) {
+  if (isManagementTable === true) {
+    columns.push({
+      name: i18n.translate('xpack.ml.jobsList.analyticsSpacesLabel', {
+        defaultMessage: 'Spaces',
+      }),
+      render: () => <EuiBadge color={'hollow'}>{'all'}</EuiBadge>,
+    });
+  } else {
     columns.push({
       name: i18n.translate('xpack.ml.dataframe.analyticsList.tableActionLabel', {
         defaultMessage: 'Actions',
diff --git a/x-pack/legacy/plugins/ml/public/data_frame_analytics/pages/analytics_management/components/refresh_analytics_list_button/refresh_analytics_list_button.tsx b/x-pack/legacy/plugins/ml/public/data_frame_analytics/pages/analytics_management/components/refresh_analytics_list_button/refresh_analytics_list_button.tsx
index d42677f178228..6707dadc04a69 100644
--- a/x-pack/legacy/plugins/ml/public/data_frame_analytics/pages/analytics_management/components/refresh_analytics_list_button/refresh_analytics_list_button.tsx
+++ b/x-pack/legacy/plugins/ml/public/data_frame_analytics/pages/analytics_management/components/refresh_analytics_list_button/refresh_analytics_list_button.tsx
@@ -4,27 +4,25 @@
  * you may not use this file except in compliance with the Elastic License.
  */
 
-import React, { FC } from 'react';
+import React, { FC, useState } from 'react';
 
 import { EuiButtonEmpty } from '@elastic/eui';
 import { FormattedMessage } from '@kbn/i18n/react';
+import { useRefreshAnalyticsList } from '../../../../common';
 
-interface RefreshAnalyticsListButtonProps {
-  isLoading: boolean;
-  onClick(): void;
-}
-export const RefreshAnalyticsListButton: FC<RefreshAnalyticsListButtonProps> = ({
-  onClick,
-  isLoading,
-}) => (
-  <EuiButtonEmpty
-    data-test-subj="mlRefreshAnalyticsListButton"
-    onClick={onClick}
-    isLoading={isLoading}
-  >
-    <FormattedMessage
-      id="xpack.ml.dataframe.analyticsList.refreshButtonLabel"
-      defaultMessage="Refresh"
-    />
-  </EuiButtonEmpty>
-);
+export const RefreshAnalyticsListButton: FC = () => {
+  const [isLoading, setIsLoading] = useState(false);
+  const { refresh } = useRefreshAnalyticsList({ isLoading: setIsLoading });
+  return (
+    <EuiButtonEmpty
+      data-test-subj="mlRefreshAnalyticsListButton"
+      onClick={refresh}
+      isLoading={isLoading}
+    >
+      <FormattedMessage
+        id="xpack.ml.dataframe.analyticsList.refreshButtonLabel"
+        defaultMessage="Refresh"
+      />
+    </EuiButtonEmpty>
+  );
+};
diff --git a/x-pack/legacy/plugins/ml/public/data_frame_analytics/pages/analytics_management/page.tsx b/x-pack/legacy/plugins/ml/public/data_frame_analytics/pages/analytics_management/page.tsx
index cf56d42782224..f84b22276ce69 100644
--- a/x-pack/legacy/plugins/ml/public/data_frame_analytics/pages/analytics_management/page.tsx
+++ b/x-pack/legacy/plugins/ml/public/data_frame_analytics/pages/analytics_management/page.tsx
@@ -24,14 +24,15 @@ import {
 } from '@elastic/eui';
 
 import { NavigationMenu } from '../../../components/navigation_menu/navigation_menu';
-import { useRefreshAnalyticsList } from '../../common';
 import { CreateAnalyticsButton } from './components/create_analytics_button';
 import { DataFrameAnalyticsList } from './components/analytics_list';
 import { RefreshAnalyticsListButton } from './components/refresh_analytics_list_button';
+import { useRefreshInterval } from './components/analytics_list/use_refresh_interval';
 
 export const Page: FC = () => {
-  const [isLoading, setIsLoading] = useState(false);
-  const { refresh } = useRefreshAnalyticsList({ isLoading: setIsLoading });
+  const [blockRefresh, setBlockRefresh] = useState(false);
+
+  useRefreshInterval(setBlockRefresh);
 
   return (
     <Fragment>
@@ -68,7 +69,7 @@ export const Page: FC = () => {
               <EuiFlexGroup alignItems="center">
                 {/* grow={false} fixes IE11 issue with nested flex */}
                 <EuiFlexItem grow={false}>
-                  {<RefreshAnalyticsListButton onClick={refresh} isLoading={isLoading} />}
+                  <RefreshAnalyticsListButton />
                 </EuiFlexItem>
                 {/* grow={false} fixes IE11 issue with nested flex */}
                 <EuiFlexItem grow={false}>
@@ -80,7 +81,7 @@ export const Page: FC = () => {
           <EuiPageContentBody>
             <EuiSpacer size="l" />
             <EuiPanel>
-              <DataFrameAnalyticsList />
+              <DataFrameAnalyticsList blockRefresh={blockRefresh} />
             </EuiPanel>
           </EuiPageContentBody>
         </EuiPageBody>
diff --git a/x-pack/legacy/plugins/ml/public/management/jobs_list/components/jobs_list_page/_analytics_table.scss b/x-pack/legacy/plugins/ml/public/management/jobs_list/components/jobs_list_page/_analytics_table.scss
index ce53c33ca9ece..1151599a526e4 100644
--- a/x-pack/legacy/plugins/ml/public/management/jobs_list/components/jobs_list_page/_analytics_table.scss
+++ b/x-pack/legacy/plugins/ml/public/management/jobs_list/components/jobs_list_page/_analytics_table.scss
@@ -26,3 +26,11 @@
 .mlTaskStateBadge {
   max-width: 100px;
 }
+
+.mlKibanaManagement__analyticsSpacer {
+  clear: both;
+}
+
+.mlKibanaManagement__analyticsRefreshButton {
+  float: right;
+}
diff --git a/x-pack/legacy/plugins/ml/public/management/jobs_list/components/jobs_list_page/jobs_list_page.tsx b/x-pack/legacy/plugins/ml/public/management/jobs_list/components/jobs_list_page/jobs_list_page.tsx
index 6bdfa64833a39..181f66de45b4c 100644
--- a/x-pack/legacy/plugins/ml/public/management/jobs_list/components/jobs_list_page/jobs_list_page.tsx
+++ b/x-pack/legacy/plugins/ml/public/management/jobs_list/components/jobs_list_page/jobs_list_page.tsx
@@ -4,29 +4,38 @@
  * you may not use this file except in compliance with the Elastic License.
  */
 
-import React, { Fragment, FC } from 'react';
+import React, { Fragment, FC, useState } from 'react';
 import { i18n } from '@kbn/i18n';
 import { I18nContext } from 'ui/i18n';
 import {
+  EuiButtonEmpty,
+  EuiFlexGroup,
+  EuiFlexItem,
   EuiPageContent,
   EuiPageContentBody,
-  EuiPageContentHeader,
-  EuiPageContentHeaderSection,
   EuiSpacer,
   EuiTabbedContent,
+  EuiText,
   EuiTitle,
 } from '@elastic/eui';
+import { metadata } from 'ui/metadata';
 
 // @ts-ignore undeclared module
 import { JobsListView } from '../../../../jobs/jobs_list/components/jobs_list_view';
 import { DataFrameAnalyticsList } from '../../../../data_frame_analytics/pages/analytics_management/components/analytics_list';
+import { RefreshAnalyticsListButton } from '../../../../data_frame_analytics/pages/analytics_management/components/refresh_analytics_list_button';
 
 interface Props {
   isMlEnabledInSpace: boolean;
 }
+interface Tab {
+  id: string;
+  name: string;
+  content: any;
+}
 
-export const JobsListPage: FC<Props> = ({ isMlEnabledInSpace }) => {
-  const tabs = [
+function getTabs(isMlEnabledInSpace: boolean): Tab[] {
+  return [
     {
       id: 'anomaly_detection_jobs',
       name: i18n.translate('xpack.ml.management.jobsList.anomalyDetectionTab', {
@@ -47,30 +56,88 @@ export const JobsListPage: FC<Props> = ({ isMlEnabledInSpace }) => {
       content: (
         <Fragment>
           <EuiSpacer size="m" />
+          <span className="mlKibanaManagement__analyticsRefreshButton">
+            <RefreshAnalyticsListButton />
+          </span>
+          <EuiSpacer size="s" className="mlKibanaManagement__analyticsSpacer" />
           <DataFrameAnalyticsList isManagementTable={true} />
         </Fragment>
       ),
     },
   ];
+}
+
+export const JobsListPage: FC<Props> = ({ isMlEnabledInSpace }) => {
+  const tabs = getTabs(isMlEnabledInSpace);
+  const [currentTabId, setCurrentTabId] = useState(tabs[0].id);
+
+  // metadata.branch corresponds to the version used in documentation links.
+  const anomalyDetectionJobsUrl = `https://www.elastic.co/guide/en/elastic-stack-overview/${metadata.branch}/ml-jobs.html`;
+  const anomalyJobsUrl = `https://www.elastic.co/guide/en/elastic-stack-overview/${metadata.branch}/ml-dfanalytics.html`;
+
+  const anomalyDetectionDocsLabel = i18n.translate(
+    'xpack.ml.management.jobsList.anomalyDetectionDocsLabel',
+    {
+      defaultMessage: 'Anomaly detection jobs docs',
+    }
+  );
+  const analyticsDocsLabel = i18n.translate('xpack.ml.management.jobsList.analyticsDocsLabel', {
+    defaultMessage: 'Analytics jobs docs',
+  });
 
   function renderTabs() {
-    return <EuiTabbedContent size="s" tabs={tabs} initialSelectedTab={tabs[0]} />;
+    return (
+      <EuiTabbedContent
+        onTabClick={({ id }: { id: string }) => {
+          setCurrentTabId(id);
+        }}
+        size="s"
+        tabs={getTabs(isMlEnabledInSpace)}
+        initialSelectedTab={tabs[0]}
+      />
+    );
   }
 
   return (
     <I18nContext>
       <EuiPageContent>
-        <EuiPageContentHeader>
-          <EuiPageContentHeaderSection>
-            <EuiTitle>
-              <h2>
+        <EuiTitle size="l">
+          <EuiFlexGroup alignItems="center" justifyContent="spaceBetween">
+            <EuiFlexItem grow={false}>
+              <h1>
                 {i18n.translate('xpack.ml.management.jobsList.jobsListTitle', {
-                  defaultMessage: 'Jobs',
+                  defaultMessage: 'Machine Learning Jobs',
                 })}
-              </h2>
-            </EuiTitle>
-          </EuiPageContentHeaderSection>
-        </EuiPageContentHeader>
+              </h1>
+            </EuiFlexItem>
+            <EuiFlexItem grow={false}>
+              <EuiButtonEmpty
+                target="_blank"
+                iconType="help"
+                iconSide="left"
+                color="primary"
+                href={
+                  currentTabId === 'anomaly_detection_jobs'
+                    ? anomalyDetectionJobsUrl
+                    : anomalyJobsUrl
+                }
+              >
+                {currentTabId === 'anomaly_detection_jobs'
+                  ? anomalyDetectionDocsLabel
+                  : analyticsDocsLabel}
+              </EuiButtonEmpty>
+            </EuiFlexItem>
+          </EuiFlexGroup>
+        </EuiTitle>
+        <EuiSpacer size="s" />
+        <EuiTitle size="s">
+          <EuiText color="subdued">
+            {i18n.translate('xpack.ml.management.jobsList.jobsListTagline', {
+              defaultMessage: 'View machine learning analytics and anomaly detection jobs.',
+            })}
+          </EuiText>
+        </EuiTitle>
+        <EuiSpacer size="l" />
         <EuiPageContentBody>{renderTabs()}</EuiPageContentBody>
       </EuiPageContent>
     </I18nContext>