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aswindhanasekar/job_resume_fit

Resume-Job Fit Dataset Description This dataset contains 2385 resumes matched to 23 different job categories. For each job posting and resume pair, skill matching is evaluated using three different scores: direct AI-based skill matching, string-based skill matching, and fuzzy token matching. The resumes are sourced from the Resume Dataset Source. Each row contains a candidate's resume, the related job posting, its category, and various matching scores.… See the full description on the dataset page: https://huggingface.co/datasets/aswindhanasekar/job_resume_fit.

sourceHugging Faceotherupdated 2mo agoView on Hugging Face
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Dataset Card

Resume-Job Fit Dataset

Description

This dataset contains 2385 resumes matched to 23 different job categories. For each job posting and resume pair, skill matching is evaluated using three different scores: direct AI-based skill matching, string-based skill matching, and fuzzy token matching. The resumes are sourced from the Resume Dataset Source. Each row contains a candidate's resume, the related job posting, its category, and various matching scores.

Features

  • —ID: Unique identifier for the candidate
  • —resume_text: Resume text
  • —job_text: Job posting text
  • —category: Job category
  • —job_required_skills: Skills required for the job
  • —resume_skill_list: Skills extracted from the resume
  • —ai_matched_skills: Skills matched by AI
  • —ai_match_score: AI-based matching score
  • —skill_string_match_score: String-based matching score
  • —fuzzy_match_score: Fuzzy matching score

Sources