diff --git a/ui/src/admin/actions/index.js b/ui/src/admin/actions/index.js
index b4ee6a7cfa..419c021a7a 100644
--- a/ui/src/admin/actions/index.js
+++ b/ui/src/admin/actions/index.js
@@ -8,10 +8,11 @@ import {
   deleteRole as deleteRoleAJAX,
   updateRoleUsers as updateRoleUsersAJAX,
   updateRolePermissions as updateRolePermissionsAJAX,
+  updateUserPermissions as updateUserPermissionsAJAX,
 } from 'src/admin/apis'
+
 import {killQuery as killQueryProxy} from 'shared/apis/metaQuery'
 import {publishNotification} from 'src/shared/actions/notifications';
-
 import {ADMIN_NOTIFICATION_DELAY} from 'shared/constants'
 
 export const loadUsers = ({users}) => ({
@@ -206,3 +207,12 @@ export const updateRolePermissionsAsync = (role, permissions) => async (dispatch
     dispatch(publishNotification('error', `Failed to updated role:  ${error.data.message}`))
   }
 }
+
+export const updateUserPermissionsAsync = (user, permissions) => async (dispatch) => {
+  try {
+    await updateUserPermissionsAJAX(user.links.self, permissions)
+    dispatch(publishNotification('success', 'User permissions updated'))
+  } catch (error) {
+    dispatch(publishNotification('error', `Failed to updated user:  ${error.data.message}`))
+  }
+}
diff --git a/ui/src/admin/apis/index.js b/ui/src/admin/apis/index.js
index 788e51e223..74b265cdae 100644
--- a/ui/src/admin/apis/index.js
+++ b/ui/src/admin/apis/index.js
@@ -124,3 +124,17 @@ export const updateRolePermissions = async (url, permissions) => {
     console.error(error)
   }
 }
+
+export const updateUserPermissions = async (url, permissions) => {
+  try {
+    await AJAX({
+      method: 'PATCH',
+      url,
+      data: {
+        permissions,
+      },
+    })
+  } catch (error) {
+    console.error(error)
+  }
+}
diff --git a/ui/src/admin/components/AdminTabs.js b/ui/src/admin/components/AdminTabs.js
index b8aaae8d68..cfd3374355 100644
--- a/ui/src/admin/components/AdminTabs.js
+++ b/ui/src/admin/components/AdminTabs.js
@@ -25,6 +25,7 @@ const AdminTabs = ({
   onFilterUsers,
   onUpdateRoleUsers,
   onUpdateRolePermissions,
+  onUpdateUserPermissions,
 }) => {
   let tabs = [
     {
@@ -42,6 +43,7 @@ const AdminTabs = ({
           onEdit={onEditUser}
           onDelete={onDeleteUser}
           onFilter={onFilterUsers}
+          onUpdatePermissions={onUpdateUserPermissions}
         />
       ),
     },
@@ -124,6 +126,7 @@ AdminTabs.propTypes = {
   onUpdateRoleUsers: func.isRequired,
   onUpdateRolePermissions: func.isRequired,
   hasRoles: bool.isRequired,
+  onUpdateUserPermissions: func,
 }
 
 export default AdminTabs
diff --git a/ui/src/admin/components/UserRow.js b/ui/src/admin/components/UserRow.js
index d8aa090e07..9674456860 100644
--- a/ui/src/admin/components/UserRow.js
+++ b/ui/src/admin/components/UserRow.js
@@ -19,7 +19,12 @@ const UserRow = ({
   onSave,
   onCancel,
   onDelete,
+  onUpdatePermissions,
 }) => {
+  const handleUpdatePermissions = (allowed) => {
+    onUpdatePermissions(user, [{scope: 'all', allowed}])
+  }
+
   if (isEditing) {
     return (
       <tr className="admin-table--edit-row">
@@ -55,7 +60,7 @@ const UserRow = ({
               items={allPermissions}
               selectedItems={_.get(permissions, ['0', 'allowed'], [])}
               label={permissions && permissions.length ? '' : 'Select Permissions'}
-              onApply={() => '//TODO'}
+              onApply={handleUpdatePermissions}
             /> : null
         }
       </td>
@@ -93,6 +98,7 @@ UserRow.propTypes = {
   onEdit: func,
   onSave: func,
   onDelete: func.isRequired,
+  onUpdatePermissions: func,
 }
 
 export default UserRow
diff --git a/ui/src/admin/components/UsersTable.js b/ui/src/admin/components/UsersTable.js
index 584f63019e..f19a7cca6e 100644
--- a/ui/src/admin/components/UsersTable.js
+++ b/ui/src/admin/components/UsersTable.js
@@ -16,6 +16,7 @@ const UsersTable = ({
   onCancel,
   onDelete,
   onFilter,
+  onUpdatePermissions,
 }) => (
   <div className="panel panel-info">
     <FilterBar type="users" onFilter={onFilter} isEditing={isEditing} onClickCreate={onClickCreate} />
@@ -45,6 +46,7 @@ const UsersTable = ({
                   allRoles={allRoles}
                   hasRoles={hasRoles}
                   allPermissions={permissions}
+                  onUpdatePermissions={onUpdatePermissions}
                 />) :
               <EmptyRow tableName={'Users'} />
           }
@@ -83,6 +85,7 @@ UsersTable.propTypes = {
   allRoles: arrayOf(shape()),
   permissions: arrayOf(string),
   hasRoles: bool.isRequired,
+  onUpdatePermissions: func,
 }
 
 export default UsersTable
diff --git a/ui/src/admin/containers/AdminPage.js b/ui/src/admin/containers/AdminPage.js
index fd60a37551..4caea6828f 100644
--- a/ui/src/admin/containers/AdminPage.js
+++ b/ui/src/admin/containers/AdminPage.js
@@ -17,6 +17,7 @@ import {
   deleteRoleAsync,
   updateRoleUsersAsync,
   updateRolePermissionsAsync,
+  updateUserPermissionsAsync,
   filterUsers as filterUsersAction,
   filterRoles as filterRolesAction,
 } from 'src/admin/actions'
@@ -47,6 +48,7 @@ class AdminPage extends Component {
     this.handleDeleteUser = ::this.handleDeleteUser
     this.handleUpdateRoleUsers = ::this.handleUpdateRoleUsers
     this.handleUpdateRolePermissions = ::this.handleUpdateRolePermissions
+    this.handleUpdateUserPermissions = ::this.handleUpdateUserPermissions
   }
 
   componentDidMount() {
@@ -124,6 +126,10 @@ class AdminPage extends Component {
     this.props.updateRolePermissions(role, permissions)
   }
 
+  handleUpdateUserPermissions(user, permissions) {
+    this.props.updateUserPermissions(user, permissions)
+  }
+
   render() {
     const {users, roles, source, permissions, filterUsers, filterRoles} = this.props
     const hasRoles = !!source.links.roles
@@ -167,6 +173,7 @@ class AdminPage extends Component {
                     onFilterRoles={filterRoles}
                     onUpdateRoleUsers={this.handleUpdateRoleUsers}
                     onUpdateRolePermissions={this.handleUpdateRolePermissions}
+                    onUpdateUserPermissions={this.handleUpdateUserPermissions}
                   /> :
                   <span>Loading...</span>
                 }
@@ -213,6 +220,7 @@ AdminPage.propTypes = {
   filterUsers: func,
   updateRoleUsers: func,
   updateRolePermissions: func,
+  updateUserPermissions: func,
 }
 
 const mapStateToProps = ({admin: {users, roles, permissions}}) => ({
@@ -239,6 +247,7 @@ const mapDispatchToProps = (dispatch) => ({
   filterRoles: bindActionCreators(filterRolesAction, dispatch),
   updateRoleUsers: bindActionCreators(updateRoleUsersAsync, dispatch),
   updateRolePermissions: bindActionCreators(updateRolePermissionsAsync, dispatch),
+  updateUserPermissions: bindActionCreators(updateUserPermissionsAsync, dispatch),
 })
 
 export default connect(mapStateToProps, mapDispatchToProps)(AdminPage)