C&L2025Full-Stack Development & Product
C&L Job Match
AI-powered job matching and resume optimization for executive placement.
RecruitingAILLMNext.jsSupabase
Problem
Executive recruiters spend hours manually matching candidates to roles. The process is inconsistent and doesn't scale.
Impact
- Reduced matching time from hours to minutes with AI-powered scoring.
- Consistent evaluation using standardized role family matching.
- Automated resume tailoring for specific roles.
- Integrated with ATS systems (Greenhouse, Lever, Ashby, Workday).
Overview
C&L Job Match uses LLMs to match candidates with open positions.
Ingests jobs from multiple ATS platforms and scores candidates against requirements.
Generates tailored resumes and cover letters optimized for specific positions.