The talent acquisition playbook has inverted in a single year. Three years ago, Andrew Stockwell, head of people at Vendr, reviewed about 100 applications per job opening. His recruiters would then source additional candidates, leaving him to conduct interviews and identify strong performers.
Today, Vendr receives hundreds to over 1,000 applications per listing within days—most of which Stockwell describes as "total bogus" or AI-generated. The volume has become an economics problem: high-paid TA professionals now spend hours filtering applications in applicant tracking systems instead of actively sourcing talent.
"A year ago, recruiters wanted to make applying as easy as possible," said Ophir Samson, head of voice AI at Greenhouse, which acquired Samson's startup earlier this year. "That created a shitty experience for everyone." He cited one role that received 2,000 applications in 24 hours. Qualified candidates couldn't stand out; unqualified ones bypassed initial screenings.
The cause is structural. One-click application portals like LinkedIn's Easy Apply, combined with AI tools that auto-generate résumés and cover letters and browser extensions that autofill forms, have flooded recruiters with noise. The talent pool that companies tried to maximize has become unmanageable.
The response is counterintuitive: recruiters now want friction back. "They're telling me, 'actually, we kind of want friction. The friction is good. We want to make it harder,'" Samson said. Companies are recalibrating filters and raising barriers to application—reversing the efficiency-focused strategy of the prior decade.
This shift reveals a hidden cost structure in talent acquisition. The marginal cost of processing each application has risen as volume exploded, making the recruiter's hourly rate the bottleneck. Adding friction—application essays, phone screenings before form submission, higher barriers to entry—reduces volume and raises the quality of the remaining pool, making each recruiter's time more valuable.
