datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
data_jobs
🧠 data_jobs Dataset
A dataset of real-world data analytics job postings from 2023, collected and processed by Luke Barousse.
Background
I've been collecting data on data job postings since 2022. I've been using a bot to scrape the data from Google, which come from a variety of sources.
You can find the full dataset at my app datanerd.tech.
Serpapi has kindly supported my work by providing me access to their API. Tell them I sent you and get 20% off paid plans.… See the full description on the dataset page: https://huggingface.co/datasets/lukebarousse/data_jobs.real-or-fake-fake-jobposting-predictionprocessed_fake_job_postingsfake_job_postings_balanced_en
🧠 BALANCED_FAKE_JOB_POSTINGS_EN Dataset
📘 Overview
This dataset is a balanced English version of the original Fake Job Postings dataset from Kaggle:
Real or Fake? Fake Job Posting Prediction.
It contains 1,730 job postings, equally divided between fraudulent (fake) and non-fraudulent (real) listings.
All text fields remain in English, preserving the semantic meaning and structure of the original dataset. Only balancing was performed — no translation or additional… See the full description on the dataset page: https://huggingface.co/datasets/gplsi/fake_job_postings_balanced_en.resume-job-description-fitjob-descriptionslinkedin-job-postingsjob-dataset
Dataset Card for Dataset Name
JobStreet Job Postings Dataset
Dataset Details
Dataset Description
This dataset compiles a comprehensive range of job listings from JobStreet, offering a detailed view of the current employment landscape across various industries in Malaysia. It includes key features such as unique job IDs, titles, company names, locations, job roles, categories, subcategories, job types, salaries, and detailed descriptions. The motivation behind… See the full description on the dataset page: https://huggingface.co/datasets/azrai99/job-dataset.jobs
Lynceus Open Job Index
239,487 open roles at 6,432 companies, 43,062 of them
remote. Read directly from each employer's own careers page and public ATS
feed — never aggregated or reposted from a job board.
Last updated: 2026-09-25 04:21 UTC
What this is
Most job datasets are scraped from aggregators, which means they are a copy of
a copy: stale, deduplicated badly, and full of listings that were filled weeks
ago. This one is read at the source — each employer's… See the full description on the dataset page: https://huggingface.co/datasets/Lynceus/jobs.fake_job_postings_balanced_en
🧠 BALANCED_FAKE_JOB_POSTINGS_EN Dataset
📘 Overview
This dataset is a balanced English version of the original Fake Job Postings dataset from Kaggle:
Real or Fake? Fake Job Posting Prediction.
It contains 1,730 job postings, equally divided between fraudulent (fake) and non-fraudulent (real) listings.
All text fields remain in English, preserving the semantic meaning and structure of the original dataset. Only balancing was performed — no translation or additional… See the full description on the dataset page: https://huggingface.co/datasets/serenityyyyy/fake_job_postings_balanced_en.real-or-fake-fake-jobposting-predictionupcoming-layoffs-job-cuts-plant-closings-us-warn-act
Upcoming US layoffs: 458 WARN notices take effect in the next 90 days - 44,620 workers, rebuilt daily
Rebuilt 2026-09-25. Window: 2026-09-25 to 2026-12-24.
Every other US layoffs dataset - including our own notice-level one - tells you
what was announced. This one tells you whose job ends next. One row per WARN Act notice
whose separation date falls inside the next 90 days, sorted by how soon. The people in these
rows are, as of the rebuild date above, still employed.… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/upcoming-layoffs-job-cuts-plant-closings-us-warn-act.job_titles_and_descriptions
IT Job Roles, Skills, and Descriptions Dataset
This dataset provides detailed information about various IT job roles, the required skills for each role, and the job descriptions that outline the responsibilities and qualifications associated with each position. It is designed for use in applications such as career guidance systems, job recommendation engines, and educational tools aimed at aligning skills with industry demands.
Dataset Upload
This dataset is uploaded… See the full description on the dataset page: https://huggingface.co/datasets/NxtGenIntern/job_titles_and_descriptions.Jobs-and-Development-Indicators-For-African-Countries
Jobs and Development Indicators For African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Jobs-and-Development-Indicators-For-African-Countries.real-or-fake-fake-jobposting-predictionlinkedin_job_listingsfake_job_post_predictionjob-postings-applications
Job Postings & Applications (Synthetic)
Applicant-tracking and job-board dataset for a simulated multi-industry
hiring market with companies, openings, candidates, applications,
interviews, and offers. Covers 2,000 job postings and 15,000 applications
with realistic role mixes, salary bands, hiring funnel conversion rates,
and remote-versus-onsite location preferences across multiple company sizes.
Useful for ATS workflow testing, hiring analytics, compensation dashboards,
candidate… See the full description on the dataset page: https://huggingface.co/datasets/mindweave/job-postings-applications.indeed-job-postings-2026
Indeed Jobs + Company Firmographics — Sample (2026)
A sample of 1,000 Indeed job postings across diverse roles and major US
cities, each enriched with parsed salary ranges, full job descriptions, location,
and joined company firmographics (536 unique employers: rating, size,
revenue, CEO, founded, website, socials).
This is a sample. To pull fresh, larger, or filtered data (60+ countries, native
salary-range filter, free company profiles), run the source actor:
Indeed Jobs… See the full description on the dataset page: https://huggingface.co/datasets/fact-den/indeed-job-postings-2026.real-or-fake-fake-jobposting-predictionai-jobs-news-articles
Dataset Summary
This dataset brings together 1,000 English-language news articles all about the impact of artificial intelligence on jobs and the workforce. From automation to new tech-driven opportunities, these articles cover a wide range of perspectives and industries. It’s a great resource for anyone interested in how AI is shaping the future of work.
Source Data
The articles were collected from various reputable news outlets, focusing on recent developments and trends at the… See the full description on the dataset page: https://huggingface.co/datasets/fdaudens/ai-jobs-news-articles.7-million-jobsJobBERT-evaluation-dataset
JobBERT evaluation dataset 💾
This is the official repository containing the evaluation data that was used for the JobBERT paper. This dataset is a list of vacancy titles, each tagged with an ESCO (v1.0.5) occupation.
The full dataset is split into two files in a stratified way by class distribution. This data was automatically collected from a large governmental job board.
Access the JobBERT paper here: https://arxiv.org/abs/2109.09605
BibTeX Citation
If you use this… See the full description on the dataset page: https://huggingface.co/datasets/TechWolf/JobBERT-evaluation-dataset.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/batuhanmtl/job_resume_fit.job-descriptions-dataset-miniai-jobs-news-articles-abstracts
News articles and research abstracts on AI, labor, and jobs
Dataset summary
This file is a standalone CSV of news articles (full scraped text) and scholarly paper abstracts curated for research on artificial intelligence, work, and labor markets. Each row is one document: a stable id, publication date, normalized title and main text, and a small metadata dictionary.
Rows: 53,526
document_class
Rows
Approx. date range (date column)
news
29,857
Jan. 2025… See the full description on the dataset page: https://huggingface.co/datasets/MIT-WAL/ai-jobs-news-articles-abstracts.job-posting-classificationOriginal job descriptions were derived from xanderios/linkedin-job-postings, and classification data was created synthetically with GPT-4o-Mini. All values not represented nor found in the job description are marked as null.
Note: Some responses are hallucinations, despite maintaining the correct .json format, the content is wrong. All instances of incorrect .json formatting have been removed from the dataset, hallucinated content however still remains.
Future: Might consider sourcing a resume… See the full description on the dataset page: https://huggingface.co/datasets/will4381/job-posting-classification.data-science-job-salaries
Dataset Card for Data Science Job Salaries
Dataset Summary
Content
Column
Description
work_year
The year the salary was paid.
experience_level
The experience level in the job during the year with the following possible values: EN Entry-level / Junior MI Mid-level / Intermediate SE Senior-level / Expert EX Executive-level / Director
employment_type
The type of employement for the role: PT Part-time FT Full-time CT Contract FL Freelance
job_title… See the full description on the dataset page: https://huggingface.co/datasets/hugginglearners/data-science-job-salaries.jobpostingsamplescybersecurity-QA-with-negatives
Cybersecurity QA Dataset With Negatives
Description
This dataset was created by combining and processing the following publicly available cybersecurity question-answering datasets:
Rowden/CybersecurityQAA
sambanovasystems/attackqa
mariiazhiv/cybersecurity_qa
The resulting dataset is designed for training and evaluating retrieval, embedding, reranking, and contrastive learning models in the cybersecurity domain.
Dataset Structure
Each sample… See the full description on the dataset page: https://huggingface.co/datasets/jobby32/cybersecurity-QA-with-negatives.