Alternative data datasets
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Official US labour-market statistics through the BLS Public Data API v2: payroll employment, unemployment, job openings and turnover (JOLTS), wage growth, productivity and consumer and producer price indexes at national, state and metro level.
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Two decades of block-level commuting patterns, worker demographics, and job attributes across every U.S. state.
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Data on unemployment, job postings, skills, and workforce demographics.
A Comprehensive Snapshot of Modern Employment
LinkedIn Job Posting data updated for machine learning algorithm intake
Material contracts and agreements extracted from EDGAR filings by the KL3M project: debt, M&A, employment and license agreements, millions of documents in Parquet. Contract language is a niche but real input for M&A, financing and litigation-event signals.
1500 postings | 25 AI roles | salaries, skills & demand
A Snapshot Into the Current Job Market
All job postings on Upwork collected minute by minute (200k plus)
Scraped Jobs from Linkedin. Augmented with Job Skills
Analyzing job market and skills required for data professionals
Scraped linkedin Job Postings with NER via Google Gemini
Scraped linkedin Job Postings with NER via Google Gemini
Real-time data collected over 2 weeks
A Huge Job Dataset from Jobstreet (Updated Weekly)
A job posting feed sourced from the Indeed employment platform, capturing advertised openings across employers and roles.
Employment-related dataset.
Large-scale archive of current and past employment advertisements enabling labor market analysis and pattern detection.
Daily Treasury yields plus CPI, payrolls and unemployment from the agencies
Continuously refreshed, query-ready dataset covering county employment figures, medically underserved regions, and Federally Qualified Health Center locations.
Job postings scraped from CalCareers.ca.gov. Updated weekly.
Workforce statistics, employment patterns, and structural transformation records from the mid-1980s.
Current and archived employment listings capturing job functions, required competencies, technology tools, pay ranges, and recruitment patterns.
Cross-sector professional profiles detailing job functions, abilities, educational background, demographic attributes, project involvement, and employment history.
Aggregated score and index indicators deliver an overall picture of a household's probable financial stability.
Records of newly built residential property acquisitions located throughout the United States.
Analytics focused on automotive dealership financing patterns and operational performance.
Annual aggregated freight expenditure figures for businesses operating throughout North America.
Harmonized statistics for the European Union, HICP inflation, unemployment, GDP, industrial production, international trade, energy and transport, distributed through the Eurostat API and SDMX bulk downloads.
More than 800,000 US and international economic time series from roughly 100 official sources: GDP components, employment, inflation, rates, money supply, housing and regional series, downloadable as CSV or XLSX or via the FRED and ALFRED APIs, with vintages preserved for point-in-time research.
An aggregated feed that pulls job advertisements from a range of specialized employment websites.
Daily updates covering the entire historical record of more than 250,000 Federal Reserve Economic Data series such as interest rates, inflation, economic growth, employment, and credit metrics.
Canadian employment statistics refreshed on a semiannual basis.
British employment figures refreshed two times per year.
Vacancy announcements collected from firms and employment sites across forty-one nations, with classification available in eleven languages.
A daily-updated feed of United Kingdom employment listings beginning with the year 2012.
A daily-updated feed of United States employment listings covering every state starting from 2010.
UPDATED DAILY: Google Search Engine Results for Data Analyst Job Postings
Dataset of 19,000 online job posts from 2004 to 2015
Explore Open Data from New York City
A developer interface supplying individual and organizational profiles, including work history, for talent sourcing and company data enrichment.
Analysis of Mobile Legend Application Usage in Indonesia: Related Playstore Data
A Comprehensive Dataset of Job Postings and Companies on LinkedIn
Daily employment trends derived from job listings posted by more than sixty-five thousand companies, sourced via LinkUp.
A Comprehensive Job Dataset for Data Science, Research, and Analysis
Analysis of indian job market
Research on employment trends, detailing workforce demand, required competencies and pay levels by region.
Market data for the recruitment sector, monitoring the volume of job advertisements and the skills employers seek.
Exploring Salaries, Job Types and Locations
Tech job positions and salaries from glassdoor.com