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Intelligent Recruitment System Based on Django and Machine Learning: Automated Resume Screening and Candidate Ranking

An open-source Applicant Tracking System (ATS) that combines the Django Web framework with the scikit-learn machine learning library. It uses TF-IDF and cosine similarity algorithms to automatically parse resumes and intelligently match them to job descriptions, realizing the automation of the recruitment process.

Django机器学习招聘系统简历筛选TF-IDF余弦相似度自然语言处理Pythonscikit-learnATS
Published 2026-05-26 10:33Recent activity 2026-05-26 10:47Estimated read 1 min
Intelligent Recruitment System Based on Django and Machine Learning: Automated Resume Screening and Candidate Ranking
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Section 01

导读 / 主楼:Intelligent Recruitment System Based on Django and Machine Learning: Automated Resume Screening and Candidate Ranking

Introduction / Main Floor: Intelligent Recruitment System Based on Django and Machine Learning: Automated Resume Screening and Candidate Ranking

An open-source Applicant Tracking System (ATS) that combines the Django Web framework with the scikit-learn machine learning library. It uses TF-IDF and cosine similarity algorithms to automatically parse resumes and intelligently match them to job descriptions, realizing the automation of the recruitment process.