Enhancing Candidate Search with Advanced Skill Extraction
A recruitment platform aimed at connecting job seekers with employers. The platform focuses on providing advanced search capabilities to match candidates' skills with job requirements, enhancing the hiring process efficiency and accuracy.
The key challenge was the platform’s existing system’s inability to accurately parse and extract skills from resumes, which led to less effective matching of candidates with job opportunities. This issue affected user satisfaction and limited the platform’s effectiveness in providing relevant search results.
Achieved 40% accuracy in skill extraction, though below the 90% target.
Improved search result relevance with a 20% increase in relevance scores.
Increased user retention rate by 12%, surpassing the target of 10%.
