AI in job applications
- surajit bhowmick
- Aug 2
- 2 min read
You've probably tried or heard of tools like ChatGPT (AI in job applications), maybe you've even asked it to rewrite your resume or polish a cover letter in seconds. Sounds like a dream! But here’s the real human-to-human scoop:

What Recruiters Notice: The Little "Imperfections" or "AI in job applications"
So here's the thing: recruiters are actually on to AI-generated materials. According to a recruiter, resumes that are too flawless, like every sentence is perfect, can raise eyebrows. His way of putting it?
“Real resumes have scuff marks.” “Every sentence is grammatically correct, evenly spaced, and emotionally vacant.”
That emotional void? It's the biggest giveaway.
Human Touch Makes the Difference
A hiring manager can tell a canned resume from a mile away:
“There’s no harm in using AI or templates, but the customization is not there — you’re hurting your chances by sounding like everyone else.”
Bottom line: Yes, use AI, but don’t let it do all the talking.
Recruiters Are Checking… Everything
Recruiter scans through around 500 resumes every week.
“Take a real fine-tooth comb to what AI produces for you.” “You become this robot … nobody is going to hire a robot.”
That means double-check names, numbers, dates—even if ChatGPT wrote it.
"Sameness" Epidemic and How to Avoid It
Keith Anderson, who worked at Google, Uber, Meta and more, noticed a troubling trend:
“At the end of 2022, ChatGPT had just launched … everyone started to sound the same.”
His advice for breaking that mould: drop the buzzwords and show your thinking. He ditched keyword scanning and asked curveball interview questions to test real thought, not rehearsed speech.
Conversation Tips (Detector-Friendly!)
Here’s a way to keep your writing sounding human—because if detectors work on models, they don’t measure heart:
Brainstorm with AI, but pause before copying anything.
Personalise every line: switch buzzwords for real examples (“co‑led campaign with X results” vs. “dynamic cross-functional leader”).
Speak it consciously: practice your interview answers aloud—don’t just scroll your phone under the desk.
Let a friend read it: if something sounds too polished or weirdly polite, tweak it.
Mix sentence lengths: start with a quick short sentence, then follow with a longer one (“It happened fast. I solved a 5‑figure discrepancy in one day—they gave me the rest of the project.”)
Final Word
Remember Dipal Desai’s LinkedIn insight: AI tools can help, but your voice decides whether they succeed—just like recruiters remind us real résumés have scuff marks.
This isn’t about banning AI. It’s about blending smart assistance with your story. Be real, be imperfect, be clever and let AI support, not replace you.
Now go edit that résumé with your smudges intact. That’s what stands out.
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