So yeah -- seeing "girls" in a job ad would make me guess the workplace consisted mostly or solely of young men who weren't used to being around women, and I would only apply if that was what I was looking for. Whether you think that's a problem is up to you. (I happen to think there are good reasons that some women don't like being called girls, even in the "guys and girls" context, but it's sort of beside the point in terms of writing a job ad, right?)
Would you like to be called a boy?
Imagine being addressed like this (in a group of 90% women)
"Hello ladies and boys"
Wouldn't that feel insulting? And weird?
guys and girls - OK. Very casual.
ladies and gentlemen - OK. Somewhat more formal.
men and women - Weird. Sounds stilted.
boys and girls - OK, depending on tone. Would work better with an ironic tone when addressed to adults. Would sound stupid if expressed in kindergarten teacher tone.
ladies and boys - seems a bit forced. Also, it makes me think of "ladyboys" (e.g. transgendered Thai prostitutes)
For instance, a sentence like "We're looking for guys and girls to join our development team" would get flagged by joblint. And that might give you pause, and realise that "We're looking for people to join our development team" is a perfectly good alternative to use instead.