datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
resumes
Dataset Card for Resume Dataset
Dataset Summary
Context
A collection of Resume Examples taken from livecareer.com for categorizing a given resume into any of the labels defined in the dataset.
Content
Contains 2400+ Resumes in string as well as PDF format.
PDF stored in the data folder differentiated into their respective labels as folders with each resume residing inside the folder in pdf form with filename as the id defined in the csv.
Inside the… See the full description on the dataset page: https://huggingface.co/datasets/opensporks/resumes.sampled-local-resumes
sampled-local-resumes
This dataset contains synthetic resume data sampled from local folders (20% sample from each folder).
License
This dataset is released under the Apache License 2.0. Please see the LICENSE and NOTICE files for details.
Attribution
Copyright 2025 Fairly AI Inc. dba Asenion
This dataset includes data released by Fairly AI Inc. dba Asenion under the Apache License, Version 2.0.
You may obtain a copy of the License at:… See the full description on the dataset page: https://huggingface.co/datasets/asenion-ai/sampled-local-resumes.resumes
Dataset Card for Advanced Resume Parser & Job Matcher Resumes
This dataset contains a merged collection of real and synthetic resume data in JSON format. The resumes have been normalized to a common schema to facilitate the development of NLP models for candidate-job matching in the technical recruitment domain.
Dataset Details
Dataset Description
This dataset is a combined collection of real resumes and synthetically generated CVs.
Curated by:… See the full description on the dataset page: https://huggingface.co/datasets/datasetmaster/resumes.resumes-raw-pdfresume-score-details
Resume and Job Description Matching Dataset
Overview
This dataset contains 1,031 samples of resumes and job descriptions (JDs) generated and assessed using GPT-4o. The primary goal of this dataset is to evaluate the alignment between resumes and job descriptions, aiding in the study of resume relevance, skill alignment, and job fit scoring based on predefined criteria.
Dataset Composition
The dataset includes resumes matched with job descriptions, with the… See the full description on the dataset page: https://huggingface.co/datasets/netsol/resume-score-details.resume-score-details
Resume and Job Description Matching Dataset
Overview
This dataset contains 1,031 samples of resumes and job descriptions (JDs) generated and assessed using GPT-4o. The primary goal of this dataset is to evaluate the alignment between resumes and job descriptions, aiding in the study of resume relevance, skill alignment, and job fit scoring based on predefined criteria.
Dataset Composition
The dataset includes resumes matched with job descriptions… See the full description on the dataset page: https://huggingface.co/datasets/saryal01/resume-score-details.resumes-raw-pdfEKL_resumesresumes-raw-pdfResume-Screening-Datasetreal-resumes-section-detection-annotationsresume-score-details
Resume and Job Description Matching Dataset
Overview
This dataset contains 1,031 samples of resumes and job descriptions (JDs) generated and assessed using GPT-4o. The primary goal of this dataset is to evaluate the alignment between resumes and job descriptions, aiding in the study of resume relevance, skill alignment, and job fit scoring based on predefined criteria.
Dataset Composition
The dataset includes resumes matched with job descriptions, with the… See the full description on the dataset page: https://huggingface.co/datasets/zeel180503/resume-score-details.ResumesAnnotated_NER_PDF_ResumesIT Skills Named Entity Recognition (NER) Dataset
Description:
This dataset includes 5,029 curriculum vitae (CV) samples, each annotated with IT skills using Named Entity Recognition (NER). The skills are manually labeled and extracted from PDFs, and the data is provided in JSON format. This dataset is ideal for training and evaluating NER models, especially for extracting IT skills from CVs.
Highlights:
5,029 CV samples with annotated IT skills
Manual annotations for… See the full description on the dataset page: https://huggingface.co/datasets/Mehyaar/Annotated_NER_PDF_Resumes.resume-score-details
Resume and Job Description Matching Dataset
Overview
This dataset contains 1,031 samples of resumes and job descriptions (JDs) generated and assessed using GPT-4o. The primary goal of this dataset is to evaluate the alignment between resumes and job descriptions, aiding in the study of resume relevance, skill alignment, and job fit scoring based on predefined criteria.
Dataset Composition
The dataset includes resumes matched with job descriptions… See the full description on the dataset page: https://huggingface.co/datasets/Sagar2206/resume-score-details.resume-score-details
Resume and Job Description Matching Dataset
Overview
This dataset contains 1,031 samples of resumes and job descriptions (JDs) generated and assessed using GPT-4o. The primary goal of this dataset is to evaluate the alignment between resumes and job descriptions, aiding in the study of resume relevance, skill alignment, and job fit scoring based on predefined criteria.
Dataset Composition
The dataset includes resumes matched with job descriptions, with the… See the full description on the dataset page: https://huggingface.co/datasets/IoannaDi05/resume-score-details.resumesamplesresumes
Dataset Card for Advanced Resume Parser & Job Matcher Resumes
This dataset contains a merged collection of real and synthetic resume data in JSON format. The resumes have been normalized to a common schema to facilitate the development of NLP models for candidate-job matching in the technical recruitment domain.
Dataset Details
Dataset Description
This dataset is a combined collection of real resumes and synthetically generated CVs.
Curated by: datasetmaster… See the full description on the dataset page: https://huggingface.co/datasets/hehhe89/resumes.resume_seven_classThis is a resume sentence classification dataset constructed based on resume text.（https://www.kaggle.com/datasets/oo7kartik/resume-text-batch）The dataset have seven category.(experience education knowledge project others ) And three element label(header content meta).Because the dataset is a published paper, if you want to use this dataset in a paper or work, please cite following paper.https://arxiv.org/abs/2208.03219
And dataset use in article
https://arxiv.org/abs/2209.09450
resume-score-details
Resume and Job Description Matching Dataset
Overview
This dataset contains 1,031 samples of resumes and job descriptions (JDs) generated and assessed using GPT-4o. The primary goal of this dataset is to evaluate the alignment between resumes and job descriptions, aiding in the study of resume relevance, skill alignment, and job fit scoring based on predefined criteria.
Dataset Composition
The dataset includes resumes matched with job descriptions, with the… See the full description on the dataset page: https://huggingface.co/datasets/ThanuraRukshan/resume-score-details.resumes-raw-pdf-for-ocrExtracted lists of pages from PDF resumes and the PDF texts.
Created using this code:
import io
import PIL.Image
from datasets import load_dataset
def render(pdf):
images = []
for page in pdf.pages:
buffer = io.BytesIO()
page.to_image(height=840).save(buffer)
images.append(PIL.Image.open(buffer))
return images
def extract_text(pdf):
return "\n".join(page.extract_text() for page in pdf.pages)
ds = load_dataset("d4rk3r/resumes-raw-pdf", split="train")… See the full description on the dataset page: https://huggingface.co/datasets/lhoestq/resumes-raw-pdf-for-ocr.resume-score-details
Resume and Job Description Matching Dataset
Overview
This dataset contains 1,031 samples of resumes and job descriptions (JDs) generated and assessed using GPT-4o. The primary goal of this dataset is to evaluate the alignment between resumes and job descriptions, aiding in the study of resume relevance, skill alignment, and job fit scoring based on predefined criteria.
Dataset Composition
The dataset includes resumes matched with job descriptions, with the… See the full description on the dataset page: https://huggingface.co/datasets/vadimas22/resume-score-details.resumes
Dataset Card for Resume Dataset
Dataset Summary
Context
A collection of Resume Examples taken from livecareer.com for categorizing a given resume into any of the labels defined in the dataset.
Content
Contains 2400+ Resumes in string as well as PDF format.
PDF stored in the data folder differentiated into their respective labels as folders with each resume residing inside the folder in pdf form with filename as the id defined in the csv.
Inside the… See the full description on the dataset page: https://huggingface.co/datasets/RitishaAmod123/resumes.resumes-raw-pdfresume-score-details
Resume and Job Description Matching Dataset
Overview
This dataset contains 1,031 samples of resumes and job descriptions (JDs) generated and assessed using GPT-4o. The primary goal of this dataset is to evaluate the alignment between resumes and job descriptions, aiding in the study of resume relevance, skill alignment, and job fit scoring based on predefined criteria.
Dataset Composition
The dataset includes resumes matched with job descriptions, with the… See the full description on the dataset page: https://huggingface.co/datasets/callmeech/resume-score-details.Work_UA_resumes
WorkUA Resumes Dataset
Dataset Summary
This dataset contains 103,895 structured resume entries collected from publicly available candidate profiles on Work.ua, Ukraine's largest job platform. Resumes were scraped, parsed, cleaned, and deduplicated for research use.
Scraping window: July 9 – August 22, 2025.
Intended use:
Resume parsing and information extraction
Ukrainian-language NLP pipelines
Vacancy–candidate matching
Labor market and salary analysis
Career… See the full description on the dataset page: https://huggingface.co/datasets/KSE-RESEARCH-Group/Work_UA_resumes.anonymization-resumes-datasetresumes
Dataset Card for Advanced Resume Parser & Job Matcher Resumes
This dataset contains a merged collection of real and synthetic resume data in JSON format. The resumes have been normalized to a common schema to facilitate the development of NLP models for candidate-job matching in the technical recruitment domain.
Dataset Details
Dataset Description
This dataset is a combined collection of real resumes and synthetically generated CVs.
Curated by:… See the full description on the dataset page: https://huggingface.co/datasets/snehamulge2006/resumes.resume-skill-extractor-dataset
Resume Skill Extractor Dataset
Dataset Summary
This dataset contains 3,050 pre-processed job descriptions with their summaries and required technical skills. It is designed for Supervised Fine-Tuning (SFT) of Large Language Models (LLMs) to teach them how to parse job postings and extract skill requirements.
Data Structure
Each row in the dataset is a JSON object containing the following fields:
title: The job title (e.g., "Senior Data Scientist").
source:… See the full description on the dataset page: https://huggingface.co/datasets/keerthanshetty/resume-skill-extractor-dataset.resumes
Dataset Card for Advanced Resume Parser & Job Matcher Resumes
This dataset contains a merged collection of real and synthetic resume data in JSON format. The resumes have been normalized to a common schema to facilitate the development of NLP models for candidate-job matching in the technical recruitment domain.
Dataset Details
Dataset Description
This dataset is a combined collection of real resumes and synthetically generated CVs.
Curated by:… See the full description on the dataset page: https://huggingface.co/datasets/ssbML/resumes.