AI Recruitment Platform Case Study: Delivering 10,000 Job Matches Per Day
Client: Aelisuventure
The client maintained a recruiting marketplace that connected job seekers with businesses from various industries. As demand increased, their method fell down in predictable ways. - Recruiters manually evaluated resumes, taking hours per role. - Matching depended on keyword searches, which excluded qualified applicants while surfacing irrelevant ones. - Time-to-fill increased when job volume exceeded the team's capacity. - Candidate experience worsened as responses took days rather than minutes. The main issue was not a lack of data. The customer received thousands of resumes and job listings every day. The problem was that no method existed to convert the data into quick, precise matches. Leadership need a platform capable of handling high-volume matching without the need to hire a large number of recruiters. That means redesigning the entire matching engine rather than simply adding automation to existing procedures. ...
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