Semantic Matching, Sentence-BERT, Cosine Similarity, Job-Profile Compatibility, NLP, Skill Gap Analysis, AI in Recruitment.
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AI Powered Candidate Matching: Bridging the Gap Between Job Descriptionand Job Seeker Profile
Abstract: AI-powered candidate matching is becoming one of the most important things in recruitment today because matching job descriptions with candidate profiles is really challenging. Most of the traditional platforms use keyword-based matching which usually fails to understand the real context of skills or job requirements, and because of this a lot of unqualified candidates are suggested while the right ones get ignored which makes hiring inefficient. To solve this, we …
Published in NOLEGEIN Journal of Information Technology & Management · Vol. 9, Issue 2, 2026 Read article
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AI Powered Candidate Matching: Bridging the Gap Between Job Description and Job Seeker Profile
Abstract: AI-powered candidate matching is becoming one of the most important things in recruitment today because matching job descriptions with candidate profiles is really challenging. Most of the traditional platforms use keyword-based matching which usually fails to understand the real context of skills or job requirements, and because of this a lot of unqualified candidates are suggested while the right ones get ignored which makes hiring inefficient. To solve this, we …
Published in NOLEGEIN Journal of Information Technology & Management · Vol. 9, Issue 2, 2026 Read article