Job Description and Resume Matcher

Abstract: The Job Description and Resume Matcher is a web-based application developed to simplify and digitize the process of recruitment and candidate selection. Traditional hiring systems rely heavily on manual resume screening and comparison, which are time-consuming and prone to human errors. This project introduces an automated solution that enables recruiters to match candidate resumes with job descriptions efficiently with minimal effort.
The system provides functionalities such as job posting management, resume upload and parsing, skill extraction, automatic matching of qualifications, experience, and keywords, and generation of candidate ranking reports. It ensures data accuracy and consistency while improving productivity. The application is built using the MERN stack, which includes Express.js, React.js, and Node.js, ensuring scalability and performance.
The proposed system is designed to be user-friendly and secure, making it suitable for companies, HR departments, and placement cells. The system significantly reduces manual work, enhances hiring efficiency, and provides a reliable platform for managing recruitment processes digitally.

Keywords: Resume Matching, Web Application, Frontend Development (HTML, CSS, JS), Recruitment System, Candidate Screening, Skill Gap Analysis, Client-Side PDF Parsing, Job Description Analysis