metadata
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. 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