Alternative data datasets
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Roughly 30,000 job listings gathered from Indeed, capturing role titles, employers, and geographic locations for labor-market analysis.
This dataset contains 40,000 latest job postings in Europe from eMedCareers.
Daily Canada-focused Hiring Lab Index from Indeed tracking job posting volumes as a continuous labor-market indicator.
Analytical view of staffing patterns and labor movement within individual organizations.
An aggregated collection merging LinkedIn and Indeed job listings alongside grouped job categories, supporting cross-platform labor market trend studies.
tech-job-postings-labeled is a small public dataset of labeled technology job postings published on Hugging Face by SuhaibAtef. It comprises roughly 8,000 records tagged with source labels and is distributed in JSON.
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jobpostingsamples is a small sample dataset of US job postings published by talanAI. It is distributed in CSV format and is tagged for use with the Hugging Face datasets, pandas, polars, and mlcroissant libraries.
One month cut of international job postings scraped by Techmap.io
A continuously refreshed three-month window of Polish job vacancy data hosted on AWS Data Exchange, delivered through the same ingestion process used for the United States collection.
A rolling three-month US job-postings feed with roughly 29,800 new postings added each day.
Exploring Salaries, Job Types and Locations
19,000 online job postings from 2004 to 2015 from Armenia's CareerCenter
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The linkedin-job-postings dataset, published by xanderios on Hugging Face, contains a single CSV table of U.S. LinkedIn job listings with about 33,000 rows. It is tagged with a MIT license on the platform, though the underlying LinkedIn terms of service place restrictions on redistribution and use.
Covering vast data science positions, web scraped as of Nov 20, 2022
The tech-job-postings-salaries-sample dataset is a 500-row public sample of a larger scraping-based feed of technology job postings drawn from public applicant tracking system endpoints such as Greenhouse, Lever, Ashby, Workable and SmartRecruiter. It is published by DataForge (Zalize) for evaluation and preview use.
The Tech Job Postings & Salary Dataset from Zalize Data contains over 449,000 monthly job postings scraped from public applicant tracking systems at US and EU technology companies. It is distributed as parquet files under a CC BY-NC 4.0 license and is part of the DataForge Open Data program.
1500 postings | 25 AI roles | salaries, skills & demand
All job postings on Upwork collected minute by minute (200k plus)
A sample of organic job postings across US healthcare employers, serving as the entry point to Aspen's healthcare hiring feed.
Glassdoor Data Science Job Postings scraped on 06/05/2020
A five-year historical archive suited to recruiting, workforce analytics, and contact augmentation.
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Job postings scraped from CalCareers.ca.gov. Updated weekly.
An aggregated feed that pulls job advertisements from a range of specialized employment websites.
Pay benchmark figures compiled from online job postings and formal compensation surveys.
This dataset contains job postings scraped from LinkedIn
The Patent Legal IR GraphRAG release follows the Publicus retrieval format, providing dense corpus shards, BM25 documents with CID-keyed length and entry metadata, and BM25 postings arranged for inverted-index use.
A cleaned, structured repository of job listings from multiple boards, with duplicate removal and records of when posts open and close.
A Comprehensive Dataset of Job Postings and Companies on LinkedIn
Get a data sample: RampedUp tracks 35K types of Technographics on 38 Million Companies. Our sources are HTML website code, Job Postings, Social Profiles and User Reviews. Updated Monthly. We have a robust category / sub-category / sector schema acknowledging multiple technologies within on company.
Revelio Labs' workforce dynamics data, hiring, attrition and headcount estimates by company, distributed via BattleFin.
Data on unemployment, job postings, skills, and workforce demographics.
Data Science Job Postings and Salaries 2020-2024 Dataset