In my past life, I designed the ATS algorithm that filtered your resume.
For years, I built candidate-matching systems for one of the world's largest staffing companies.
My job was simple: write code that decided who recruiters would see, and who would disappear forever.
Here's what I saw from the inside:
→ Brilliant candidates rejected in milliseconds
→ Not because they weren't qualified
→ Because their resume didn't use the right words in the right places
The algorithm wasn't reading your experience. It was reading your language.
Someone with 10 years of perfect experience would vanish. Someone with 3 years who knew the keywords would get through.
I watched this happen thousands of times.
And it bothered me.
So I switched sides.
I built MyExpertiz!! so candidates could finally have the same insider advantage I had.
Paste any job description. In 30 seconds, MyExpertiz’s fine tuned AI tailors your master resume using the exact language the algorithm is listening for.
No hallucinations. No made-up skills. Just your real experience, speaking the algorithm's language.
If you're job hunting right now, try it free at https://t.co/IM20GwQTpB
Have you ever been ghosted after applying to a job you were perfect for? Drop a comment — I'd love to hear your story.
#JobSearch #Resume #CareerAdvice #ATSTips #JobHunting
The arms race observation is sharp, but the failure is more specific than it looks. Generic AI output looks identical whether it came from a strong candidate or a weak one; which is exactly what ATS systems were built to exploit, long before AI writing tools existed. The filter was always pattern-matching for language alignment, not actual fit.
The reason "no one is getting hired" isn't AI; it's that ChatGPT doesn't know your actual work history. It writes plausible-but-vague bullets that might pass a keyword scan but fail the moment a human reviews them and finds nothing specific underneath.
The candidates beating this aren't avoiding AI. They're using it differently: feeding their complete career history into a system that maps real experience to the JD's exact language, so both the ATS and the human reviewer see something specific and credible.
That's the problem MyExpertiz was built to solve. https://t.co/xckjxgEpIc if you want to see what that looks like in practice.
Worth adding some specifics on what "blind" really means here. Most ATS systems score on three factors: exact keyword matches, section recognition (standard headers like "Work Experience" vs. anything custom), and proximity matching, where relevant skills need to appear near certain context words to register.
A resume that reads brilliantly to a human can score near zero in ATS if it doesn't mirror the job description's language. Working on candidate-matching algorithms at a large staffing firm, this gap was consistent: candidates with exactly the right background getting filtered out because they wrote "managed" where the JD said "led," or described "clients" where the posting said "customers."
The system is running pattern-matching at scale, not evaluating fit. Which means the real leverage isn't the resume's quality in isolation; it's the language alignment between your resume and each specific job description.
What role type was the example you mentioned? Technical or non-technical? The language gap tends to be especially punishing in certain industries.
This makes sense when you understand how ATS scoring actually works. Most systems aren't evaluating quality; they're running pattern-matching against expected formatting and keyword density. ChatGPT output happens to hit those patterns because it uses the same corporate language templates the scoring systems were trained on.
Here's the catch though: ChatGPT doesn't know what you actually did. It fills gaps with plausible but generic language that can pass the ATS screen, but creates a different problem when a human reads it, and the specifics feel thin. I saw this constantly working on candidate-matching algorithms at a large staffing firm. Candidates who optimized for ATS without grounding content in real experience would get through the filter, then fall apart at the first recruiter screen.
The real fix isn't to sound more like ChatGPT. It's to use AI to map your actual experience to the JD's exact language, so you pass the machine and hold up under human review.
Curious whether the study specified the industry. The pattern is likely to differ significantly between technical and non-technical roles.
It is easier to use MyExpertiz.
1) Upload your Master Resume that has all your experience (no need to worry about the 2-page restriction).
2) Copy and Paste your Job Description.
3) Review your ATS score, and add any MyExpertiz AI-suggested bullet points to improve your ATS score.
4) Use the AI-generated cover letter for that job application using your Master Resume.
5) Preview in any of the 5 ATS-compliant templates and download to apply.
It is easier on My Expertiz in 5 easy steps:
1) Upload your Master Resume that has all your experience (no need to worry about the 2-page restriction).
2) Copy and Paste your Job Description.
3) Review your ATS score, and add any MyExpertiz AI-suggested bullet points to improve your ATS score.
4) Use the AI-generated cover letter for that job application using your Master Resume.
5) Preview in any of the 5 ATS-compliant templates and download to apply.
@iksly2 I agree to fix my CV and cover letter... MyExpertiz can do that for you in easy, simple steps, no reformatting required, and download a curated resume for the job you are applying for in 5 ATS-compliant templates.
@JOBCORNER247 Or you can apply the best-matching resume to that job description.
Use MyExpertiz's advanced AI to tailor the resume fir the job you are applying for.
Your resume has 7 seconds to impress a recruiter.
It has 0 seconds to impress an ATS bot — it either passes or it doesn't.
@MyExpertiz was built by the people who designed those filters. We know exactly what it takes.
#Hiring#CareerAdvice#ResumeCuration
@dee_naliaks For all these jobs that you want to apply for will need a curated resume for each job application.
Head over to MyExpertiz to tailor your jobs in seconds.
Who knows ATS filters better than the people who built them?
We do. And now we've built @MyExpertiz to help your resume beat the very algorithms we designed.
Stop getting filtered out. Start getting hired. 🚀
#JobSearch#ATS#ResumeOptimization
All of these can be done in seconds on MyExpertiz.
Upload your Master Resume once.
Copy-paste your job description and let the MyExpertiz AI do its magic.
It finds the best bullet points for the job description from the Master Resume. No hallucinations.
It tells you the ATS match score for your resume and suggests bullet points to add to improve your chances.
All in simple flow with 5 ATS compliance template, ready to download with a click of a button. Try it on https://t.co/IM20GwQTpB
kill-based hiring is growing, but resumes aren't going anywhere — most companies don't yet have the infrastructure to fully replace them. ATS systems still gate 99% of Fortune 500 hiring. What's actually changing is what makes a resume work. Generic credentials are losing, but a resume that precisely demonstrates capability for a specific role is more valuable than ever. The bar is just higher now.
Great prompt structure; "keep the candidate truthful" is the most important instruction, and most people skip it entirely. The limitation with doing this in a chat session is context drift on longer resumes. By the time it processes 10+ years of experience, early sections often get rewritten loosely.
We built MyExpertiz specifically around this: you store your full master resume once, it pulls only the truthful, relevant pieces per JD, and outputs into a clean template. No prompt engineering needed. Same outcome, 30 seconds. https://t.co/xckjxgEpIc
Copying and pasting Job Description still can lead to hallucinations and formatting errors.
Try MyExpertiz where you just upload your Master Resume where you have all your work experience. No two page limitation. Now, just copy and paste the JD to get curated resume from your own Master Resume. No hallucinations, it shows you your ATS score, suggestions to improve and download your new curated resume in 5 ATS approved templates.