Alternative data datasets
Browse by provider, category, marketplace, access, delivery and license
What companies are doing, buying, complying with and investing in, from the topics they hire for. 9.4k topics across 14 keyword types rolled up per company: one row per company and topic with confidence and first/last-seen dates, so you can reach out while the need is still open.
Every job posting collected since 2021: who is hiring, for what, where and at what salary. One row per posting with title, full description, location, salary and company; closed postings ship as their own file with the day each one went offline. Companies file included for firmographic joins.
Signals on corporate workforce shifts, including new hiring, employee departures and internal reorganizations.
Analytical view of staffing patterns and labor movement within individual organizations.
The job-postings-english-clean dataset, published by 2024-mcm-everitt-ryan, is an English-language corpus of online job postings distributed as a single Parquet train split of roughly 1.76 million rows. It is tagged as US-region data and is intended for text-based machine learning workflows.
The job-postings-raw dataset is a large-scale tabular collection of scraped job postings distributed in Parquet format. It aggregates records across multiple sources and locales, with US coverage indicated in the dataset metadata.
A Comprehensive Snapshot of Modern Employment
LinkedIn Job Posting data updated for machine learning algorithm intake
1500 postings | 25 AI roles | salaries, skills & demand
View source information and access options.
View source information and access options.
View source information and access options.
A Snapshot Into the Current Job Market
Scraped Jobs from Linkedin. Augmented with Job Skills
All job postings on Upwork collected minute by minute (200k plus)
Scraped Jobs from Linkedin. Augmented with Job Skills
Scraped linkedin Job Postings with NER via Google Gemini
Scraped linkedin Job Postings with NER via Google Gemini
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
Daily organized dataset measuring technology hiring pace and engineering job openings at large U.S. companies.
This data feed provides access to the last 3 months of job postings from the APAC region. On average, we add 44k new job postings daily. Old files with job postings are removed after 100 days. Utilize this data to gain actionable insights into companies, markets, services, or technologies, or to backfill a job board. Identify company signals, analyze hiring trends, spot emerging technologies, and
This data feed provides access to the last 3 months of job postings from all Countries (Global). On average, we add 184k new job postings daily. Old files with job postings are removed after 100 days. Utilize this data to gain actionable insights into companies, markets, services, or technologies, or to backfill a job board. Identify company signals, analyze hiring trends, spot emerging technologi
This data feed provides access to the last 3 months of job postings from the United States (US). On average, we add 29.8K new job postings daily. Old files with job postings are removed after 100 days. Utilize this data to gain actionable insights into companies, markets, services, or technologies, or to backfill a job board. Identify company signals, analyze hiring trends, spot emerging technolog
This dataset includes historical and upcoming job postings for Australia (AU) collected by Techmap since January 2020, with an average of 193.9k new postings added monthly. Use it to identify leads, track hiring trends, analyze markets, spot company signals, or enhance job boards. Gain actionable insights into emerging technologies and potential prospects to stay competitive.
Historical archive of job postings for Egypt (EG) with company, location, dates and salary where available: 376K job postings since 2020 (as of Sept. 2026), on average 13.7K new postings a month (as of mid 2026).
This dataset includes historical and upcoming job postings for India (IN) collected by Techmap since January 2020, with an average of 234.1k new postings added monthly. Use it to identify leads, track hiring trends, analyze markets, spot company signals, or enhance job boards. Gain actionable insights into emerging technologies and potential prospects to stay competitive.
This dataset includes historical and upcoming job postings for Japan (JP) collected by Techmap since January 2020, with an average of 58.3k new postings added monthly. Use it to identify leads, track hiring trends, analyze markets, spot company signals, or enhance job boards. Gain actionable insights into emerging technologies and potential prospects to stay competitive.
This dataset includes historical and upcoming job postings for Remote Jobs collected by Techmap since January 2024, with an average of 74k new job postings added monthly. Use it to identify leads, track hiring trends, analyze markets, spot company signals, or enhance job boards. Gain actionable insights into emerging technologies and potential prospects to stay competitive.
This dataset includes historical and upcoming job postings for the United Arab Emirates (AE) collected by Techmap since January 2020, with an average of 20.3k new postings added monthly. Use it to identify leads, track hiring trends, analyze markets, spot company signals, or enhance job boards. Gain actionable insights into emerging technologies and potential prospects to stay competitive.
This dataset includes historical and upcoming job postings for the United States (US) collected by Techmap since January 2020, with an average of 898.8k new postings added monthly. Use it to identify leads, track hiring trends, analyze markets, spot company signals, or enhance job boards. Gain actionable insights into emerging technologies and potential prospects to stay competitive.
Jobs data
Daily AI startup funding intelligence and hiring signals dataset, collected from
A combined offering of LinkedIn individual profile data and LinkedIn-sourced company information.
View source information and access options.
A broad compilation of job listing details sourced from Glassdoor.
Employment-related dataset.
A condensed overview of job openings sourced from LinkedIn's listings.
Connects LinkedIn member profiles with available roles to generate customized career guidance.
View source information and access options.
View source information and access options.
View source information and access options.
View source information and access options.
View source information and access options.
View source information and access options.
Consistent, current figures for benchmarking worldwide economic patterns across regions.
Worldwide job listing collection refreshed daily, capturing required skills, credentials, and experience ranges.
United States job listing collection refreshed daily, capturing required skills, credentials, and experience ranges.
GenAI-job-postings-Dataset is a small, US-focused text corpus of generative-AI and machine-learning job postings distributed in Parquet format. The dataset is published on the Hugging Face Hub under an unstated license and comprises a single train split of roughly 120 rows.
View source information and access options.
A five-year historical archive suited to recruiting, workforce analytics, and contact augmentation.
Large-scale archive of current and past employment advertisements enabling labor market analysis and pattern detection.
View source information and access options.
View source information and access options.
View source information and access options.
View source information and access options.
View source information and access options.
View source information and access options.
View source information and access options.
View source information and access options.