AI Job Matching Software – Smarter Candidate and Job Matching
Start with the AI tools already in LS Jobber, including job suggestions, AI job descriptions, ATS-friendly résumés and interview preparation, and add a custom matching engine with match scores when your job board needs one.
- AI-powered job suggestions and personalised job alerts for job seekers.
- An AI job description writer for employers and an AI résumé builder for candidates.
- Semantic match scores and two-way recommendations available as a custom build.
AI Candidate Matching: What Is Built In and What We Build for You
Keyword search misses good matches: a backend developer may never see a software engineer role that needs the same skills. AI job matching software compares skills, experience and intent rather than exact words, then ranks jobs for candidates and candidates for employers.
[LS Jobber](/job-board-software) already uses AI where it saves the most time: job suggestions for job seekers, job descriptions written from a title and category, ATS-friendly résumés built from an uploaded CV, and role-specific interview preparation. A full matching engine, with skills extraction, match scores and the reasons behind them, two-way recommendations and bias checks, is not part of the standard product; our team can build it as part of a custom project and connect it to your job board.
Need matching inside a complete hiring workflow? See our applicant tracking system and recruitment management software. To search a large pool of CVs, read about resume database software.
AI Recruitment Features in LS Jobber and Custom Matching Options
AI Job Suggestions and Alerts
Job seekers see AI-powered job suggestions and can set job alerts by role, location or industry, with email notifications when matching jobs are posted.
AI Job Description Writer
Employers enter a job title and category and get a complete job description that they can edit and post.
AI Résumé Builder
Job seekers upload their existing CV and get an ATS-friendly résumé, ready to download as a PDF.
AI Interview Preparation
Candidates choose a role, experience level and interview date and get tailored questions with sample answers, downloadable as a PDF.
Candidate Pipeline
Employers see every applicant across their jobs, filter by status and experience, move candidates through each stage and schedule interviews.
Custom Matching Engine
Skills extraction, semantic match scores with reasons, two-way recommendations, ranking that learns from shortlists and hires, and bias monitoring can be built as part of a custom project.
Add AI Matching to Your Job Board
Tell us how you want candidates and jobs matched. We will show you the AI tools already in LS Jobber and quote any custom matching work before it starts.
Frequently Asked Questions
AI job matching software pairs candidates with jobs by comparing skills, experience and intent rather than exact keywords. It ranks the most relevant jobs for each candidate and the most relevant candidates for each employer, which saves time on both sides.