Alternative data datasets
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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.
Daily AI startup funding intelligence and hiring signals dataset, collected from
A sample of organic job postings across US healthcare employers, serving as the entry point to Aspen's healthcare hiring feed.
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.
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.
Get a data sample: Comprehensive job market and job postings data with 280B+ records updated daily. Gain global employee insights, hiring trends, and recruiting activity for use in workforce analytics, talent acquisition, economic forecasting, competitive intelligence, and AI/ML model training.
Aggregated hiring information from Chinese firms, including vacancy counts and associated pay bands.
Labor-market metrics on talent availability, hiring needs, compensation, competencies, demographic representation, workforce mobility, and recruitment patterns segmented by occupation and location.
Monitor and evaluate recruitment outcomes through immediate availability of detailed hiring metrics.
View source information and access options.
A cleaned, structured repository of job listings from multiple boards, with duplicate removal and records of when posts open and close.
Signals on corporate workforce shifts, including new hiring, employee departures and internal reorganizations.
Roughly 30,000 job listings gathered from Indeed, capturing role titles, employers, and geographic locations for labor-market analysis.
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.
Revelio Labs' workforce dynamics data, hiring, attrition and headcount estimates by company, distributed via BattleFin.
An in-depth overview of a firm's employee structure, hiring patterns, and key human-resources indicators.
Research on employment trends, detailing workforce demand, required competencies and pay levels by region.
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.
Car inventory tracked across major online dealerships by unique VIN, providing an automotive-supply and pricing signal.
Thinknum's real-estate investment trust metrics and listings, distributed by BattleFin.