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annotations_creators: []
language_creators: []
pretty_name: Resume-Job Fit Dataset
tags:
- resume
- job-matching
- skill-extraction
license: other
task_categories:
- text-classification
- zero-shot-classification
language:
- en
size_categories:
- 1K<n<10K
---
# 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](https://www.kaggle.com/datasets/snehaanbhawal/resume-dataset). 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
- Resumes: [Kaggle Resume Dataset](https://www.kaggle.com/datasets/snehaanbhawal/resume-dataset)
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