Add the following code to the function.php in the theme file
add_action('after_setup_theme', 'remove_admin_bar_all_user');
function remove_admin_bar_all_user()
{
if (!current_user_can('administrator') && !is_admin()) {
show_admin_bar(false);
}
}
