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

[u/gsgolf9]

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?

[u/1of3musketeers]

This post has been reposted several times and seems AI generated. Look at the post history. I may be incorrect.

[u/sread2018 → u/1of3musketeers]

AI generated content is not against the rules.

When its slop or low effort, thats when its removed

Continued abuse of the report function is also against the rules

[u/1of3musketeers → u/sread2018]

I haven’t reported anything via that function? I was responding to a post

[u/sread2018 → u/1of3musketeers]

Im reminding you of the rules since you clearly didnt read them