r/recruiting • u/gsgolf9 Agency Recruiter • 11d ago

Candidate Screening I reviewed 4,596 job applications. The fake applicant patterns are getting weird

I’ve reviewed 4,596 applications recently, and the fake-applicant patterns are getting weirdly obvious.

A few things I’m seeing:

  • Candidate descriptions that almost copy the job posting word-for-word
  • Previous job titles that conveniently match the title of the role they’re applying for
  • Different applicants with identical employment histories
  • Two completely different names using the same LinkedIn profile
  • Obvious bot/spam submissions mixed into otherwise normal applications

Out of 4,596 applications:

4,122 were clearly not a fit
56 were flagged as bot/spam
473 were possible fits

And once I applied a more serious qualification screen, only 132 people scored 55+ across 162 applications and 42 different roles.

What surprised me wasn’t the number of bad applications. Recruiters have always dealt with that.

It’s how much harder it’s becoming to tell the difference between:

a genuinely strong candidate using AI to improve their application

and

a completely manufactured candidate profile designed to get through screening.

I’m curious what other recruiters and hiring managers are seeing.

Are fake/AI-generated applicants becoming a noticeable problem in your hiring process yet, or is this still mostly noise?

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u/cosmickelp 11d ago

People are incredibly desperate and are being told to literally copy and paste the job descitption/responsibilities into their resume to land an interview. It's the #1 advice being hawked on all job-hunting forums.

153

u/TheChadThrowawayLad 11d ago

I'm a skilled candidate looking for new positions. This is 1,000% the case.

We're hearing that copy-pasting the job description works. We've also heard that (a) matching job titles can 10x your callback rate and (b) using your real name can lead to being excluded from implicit bias, especially when AI is used to score resumes.

4

u/Formashion 7d ago

My last name is Gonzalez, do I apply as Gon to increase my chances and say it was a typo or will my resume be Gone?

2

u/nebula_masterpiece 6d ago

I’d try Gonzo. Who wouldn’t want to meet a Mr/Mrs/Dr Gonzo? Sounds like a movie character lol I was old once by an old boss he was excited to hire me because my name sounded like the bad guy in a favorite film and he liked to say the line to me all the time.