diff --git a/x-pack/legacy/plugins/ml/public/overview/components/analytics_panel/analytics_panel.tsx b/x-pack/legacy/plugins/ml/public/overview/components/analytics_panel/analytics_panel.tsx
index a29d7a0f3e4501..ff7c519829b7c5 100644
--- a/x-pack/legacy/plugins/ml/public/overview/components/analytics_panel/analytics_panel.tsx
+++ b/x-pack/legacy/plugins/ml/public/overview/components/analytics_panel/analytics_panel.tsx
@@ -81,9 +81,9 @@ export const AnalyticsPanel: FC = () => {
             </Fragment>
           }
           actions={
-            <EuiButton href="#/data_frame_analytics?" color="primary" fill>
+            <EuiButton href="#/data_frame_analytics?" color="primary" fill iconType="plusInCircle">
               {i18n.translate('xpack.ml.overview.analyticsList.createJobButtonText', {
-                defaultMessage: 'Create job.',
+                defaultMessage: 'Create job',
               })}
             </EuiButton>
           }
diff --git a/x-pack/legacy/plugins/ml/public/overview/components/anomaly_detection_panel/anomaly_detection_panel.tsx b/x-pack/legacy/plugins/ml/public/overview/components/anomaly_detection_panel/anomaly_detection_panel.tsx
index 90b5be2c254064..7a466be3b3c160 100644
--- a/x-pack/legacy/plugins/ml/public/overview/components/anomaly_detection_panel/anomaly_detection_panel.tsx
+++ b/x-pack/legacy/plugins/ml/public/overview/components/anomaly_detection_panel/anomaly_detection_panel.tsx
@@ -169,9 +169,9 @@ export const AnomalyDetectionPanel: FC = () => {
             </Fragment>
           }
           actions={
-            <EuiButton color="primary" href={createJobLink} fill>
+            <EuiButton color="primary" href={createJobLink} fill iconType="plusInCircle">
               {i18n.translate('xpack.ml.overview.anomalyDetection.createJobButtonText', {
-                defaultMessage: 'Create job.',
+                defaultMessage: 'Create job',
               })}
             </EuiButton>
           }