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The study aims to develop an AI-based system that automates resume screening and job matching to enhance hiring efficiency.

May 20, 2026JOURNAL OF ADVANCE AND FUTURE RESEARCHOpen Access

AI Based Resumr Screening and Job Matching System

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The study aims to develop an AI-based system that automates resume screening and job matching to enhance hiring efficiency.
Developed a resume screening system using NLP and ML techniques
Implemented a hybrid ranking model combining rule-based filters with transformer-based embeddings
Conducted experiments comparing the AI system with traditional methods of candidate evaluation.
Improved screening speed by up to 80% compared to manual methods
Achieved significantly higher accuracy in candidate-job alignment compared to traditional keyword-based techniques
Enabled implementation of additional modules for enhanced hiring efficiency.

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Randomized trial demonstrates improved candidate-job alignment in recruitment, suggesting scalable AI solutions.

Sivakumar et al. (2026) studied this question.

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