1.5 Million Applicants a Year — and Candidates Still Love the Process

L'Oreal receives over 1.5 million job applications every year. That's more than 4,000 a day. And somehow, their candidates report near-perfect satisfaction with the hiring process. In this episode, we break down exactly how they did it — a three-layer AI stack that handles volume without sacrificing the human touch. We cover L'Oreal's Mya chatbot (92% engagement rate), Seedlink AI for competency scoring (200+ hours saved), and the human decision layer that L'Oreal considers non-negotiable. We also look at what the numbers actually show: 83% of algorithm-recommended candidates were ultimately hired — meaning the AI's judgment and the recruiter's judgment were nearly perfectly aligned. The lesson isn't that you need L'Oreal's exact tools. It's that the human-in-the-loop principle — AI for scale, humans for final decisions — works even at the highest volumes imaginable. And when it's done right, candidates don't just tolerate AI in hiring. They actually prefer it.