How to hide " New" button at top bar from non-administrators

Hello guys,

How do I hide “+New” button, located at top bar, from non-administrators?

I’ve tried this code but with no result:

function RemoveAddMediaButtonsForNonAdmins(){
    if ( !current_user_can( 'manage_options' ) ) {
        remove_action( 'media_buttons', 'media_buttons' );
    }
}
add_action('admin_head', 'RemoveAddMediaButtonsForNonAdmins');

Thank You!