datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
real-or-fake-fake-jobposting-predictionfake_job_postings2
Dataset Card for "fake_job_postings2"
More Information needed
processed_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.linkedin-job-postingsfake_job_postings_balanced_va
🧠 BALANCED_FAKE_JOB_POSTINGS_VA Dataset
📘 Overview
This dataset is a manually translated and balanced Valencian 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 (e.g., job title, company profile, description, requirements) have been manually translated into Valencian, preserving the semantic… See the full description on the dataset page: https://huggingface.co/datasets/gplsi/fake_job_postings_balanced_va.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.fake_job_postings2_all_text
Dataset Card for "fake_job_postings2_all_text"
More Information needed
real-or-fake-fake-jobposting-predictioncanadian-ds-ml-job-postingsreal-or-fake-fake-jobposting-predictionfake_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-predictiontech-job-postings-salary-dataset
390,000+ Tech Job Postings with Parsed Salaries — Monthly Snapshot
Job postings collected directly from public ATS endpoints (Greenhouse, Lever, Ashby, Workable, SmartRecruiters) across US & EU tech companies, with structured salary ranges, seniority and tech-stack fields — delivered as clean CSV/Parquet at a fraction of enterprise data prices.
Part of the DataForge Open Data program — full production
packages, free for academic and personal use. Canonical dataset page:… See the full description on the dataset page: https://huggingface.co/datasets/zalizedata/tech-job-postings-salary-dataset.global-job-postings-multi-ats
Multi-ATS Job Postings Snapshot (June 2026)
A dated snapshot of 112,816 job postings collected from 23 different
Applicant Tracking Systems (Workday, Greenhouse, Lever, Ashby, iCIMS,
SmartRecruiters, Oracle Cloud, Workable, Paylocity, and more) and parsed into a
clean, consistent 47-column schema with a large language model.
Unlike typical single-source job dumps, every row is enriched with extracted
skills, salary ranges, qualifications, experience level, work model, and… See the full description on the dataset page: https://huggingface.co/datasets/NextGig-Rocks/global-job-postings-multi-ats.job-postings-rawus-remote-ai-ml-job-postings
US Remote AI & Machine Learning Job Postings
Overview
This dataset contains clean, structured public data exported directly from production runs of Apify actors.
It serves as a benchmark and sample for lead qualification, market intelligence, research, and machine learning pipelines.
Source Actor: captainhandsome/linkedin-public-jobs-search
Dataset Page: Public sample and schema
Preconfigured Run Task: captainhandsome/sf-ai-engineer-openings
Records in Sample: 10… See the full description on the dataset page: https://huggingface.co/datasets/joeygambino/us-remote-ai-ml-job-postings.fake_job_postings2_ord
Dataset Card for "fake_job_postings2_ord"
More Information needed
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.jobpostingsamplesus-ats-job-postings-sample
US Job Postings from public ATS boards (sample)
A 50-row sample of the RetrainMap ATS Job Postings dataset: every job posting on 2,099 verified public company job boards (ashby, greenhouse, lever, workable), read nightly, in a 30-column schema (posting_id, ats, board, company, job_id, title, department, team, location, all_locations and more) with first_seen, last_seen and closed_on dates per posting. The sample spreads across all 4 ATS vendors in the file rather than taking… See the full description on the dataset page: https://huggingface.co/datasets/retrainmap/us-ats-job-postings-sample.tech-job-postings-salaries-sample
Tech Job Postings with Parsed Salaries — Free Sample (500 rows)
A free 500-row sample of a live job-postings dataset collected directly from public ATS endpoints (Greenhouse, Lever, Ashby, Workable, SmartRecruiters).
The full dataset (2026-08 run) contains 394,300 active postings from 6,500+ company boards, with salary text parsed into structured fields and a normalized skills taxonomy, refreshed monthly.
➡️ Full dataset & slices:… See the full description on the dataset page: https://huggingface.co/datasets/zalizedata/tech-job-postings-salaries-sample.job_postings_GPT
Dataset Card for "job_postings_GPT"
More Information needed
Job_postingGenAI-job-postings-Dataset
Dataset Card for "GenAI-job-postings-Dataset"
More Information needed
fake_job_postings2_ordinal
Dataset Card for "fake_job_postings2_ordinal"
More Information needed
tech-job-postings-labeledjob-posting-research
JobShifu job posting research
Five aggregate datasets measured from job postings crawled directly from employer career sites and applicant tracking systems, not from job aggregators. Each file is the exact snapshot its report page on jobshifu.com is built from.
File
Report
What it measures
Snapshot
lifespan.json
How long job postings stay open
Kaplan-Meier survival of postings on employers' own career pages, rechecked daily: the share still listed on each day after… See the full description on the dataset page: https://huggingface.co/datasets/jobshifu/job-posting-research.