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Tried this out in my own personal Zoom meeting. Can confirm that it works :)

My work requires a password for zoom. Will this work I wonder?

As long as your company does not have a security policy which would frown upon handing out your zoom password to a random troll.

you can invite someone with the password in the url so I think yes.