How to remove “href” with Jquery?

Your title question and your example are completely different. I’ll start by answering the title question:

$("a").removeAttr("href");

And as far as not requiring an href, the generally accepted way of doing this is:

<a href"#" onclick="doWork(); return false;">link</a>

The return false is necessary so that the href doesn’t actually go anywhere.