Lesson 1389 of 1570
Why an AI Threw Out Your Summer Job Application Before a Human Saw It
Target, Amazon, and McDonald's use AI to filter teen resumes. Two formatting tricks beat the bot.
Lesson map
What this lesson covers
Learning path
The main moves in order
- 1The big idea
- 2ATS
- 3algorithmic hiring
- 4bias
Concept cluster
Terms to connect while reading
Section 1
The big idea
Big retail and fast-food chains route applications through Applicant Tracking Systems (ATS) like Workday, iCIPS, and HireVue. The AI ranks you on keyword match, formatting, and even how you blink in a video interview. Resumes with photos, columns, headers, or PDF graphics get scored 60% lower because the parser cannot read them. A plain Word doc with the exact words from the job listing beats a beautiful Canva resume every time.
Some examples
- A 2024 Harvard Business School study found 88% of employers admit qualified candidates get filtered out by ATS for cosmetic reasons.
- HireVue (used by McDonald's, Hilton) scored facial expressions until a 2021 lawsuit forced them to drop the face analysis — voice analysis is still on.
- Amazon scrapped its in-house resume AI in 2018 after it learned to downrank resumes containing the word 'women's' (as in 'women's chess club').
- A teen applying to Target with 'Cashier' on the resume scores higher than 'Customer Experience Associate' because the listing says 'Cashier.'
Try it!
Pick a real job posting you'd apply for. Paste it into ChatGPT with the prompt: 'Make me a list of every noun and skill word from this listing.' Then make sure those words appear naturally in your resume. That's the ATS hack.
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