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.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.Resume-Screening-Datasetreal-resumes-section-detection-annotationsresumesamplesresumes
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
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.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.resume_summaryResume-Screening-DatasetResume_Screening_Data_ClassificationResume-Screening-Datasetresume_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
resumes_fit_labeled_nosplitresumes
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/uhfew/resumes.moltbook-entropy-collapse-resumes
MoltBook Entropy Collapse — Resumed Runs
Eight of the 48 canonical entropy-collapse runs ended with an empty
45–60 min bin (i.e. the agent population stopped posting before the
hour was up). Causes were:
GPT-5 (2 runs): wall-clock batch termination at ~43 min.
Gemini Flash Lite (6 runs): provider-side empty-completion dropout —
agents transition near-simultaneously from real generations
(~1500–2000 ms) to ~70–130 ms empty stream events with no assistant
text. See… See the full description on the dataset page: https://huggingface.co/datasets/Ayushnangia/moltbook-entropy-collapse-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/Sahiti99/resumes.Resume_Screening_Data_Generationresume_sectionsThis dataset is mainly for creating NER model.
These are the following sections:
personal_info
summary
skills
experience
education
certificates
objective
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: datasetmaster… See the full description on the dataset page: https://huggingface.co/datasets/kami-dayo/resumes.Resume-Screening-DatasetResume_SummaryDescription: The resumes are taken from here: https://www.kaggle.com/datasets/gauravduttakiit/resume-dataset
The resumes related to data science job positions are filtered and then summarised.
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: datasetmaster… See the full description on the dataset page: https://huggingface.co/datasets/Hatshe/resumes.resumes_fit_3labelsresumes
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/HUDA120900/resumes.