To speak with one of our PhD economists,email research@reveliolabs.com.

Workforce data designed for research

Revelio Labs standardizes public employment records into research-ready workforce data: employment, hiring, pay, and sentiment for any company, industry, or labor market, with history to 2008. Built by researchers, every dataset carries common identifiers, so it merges cleanly across datasets.

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Cleaned and standardized for faster insights

Every workforce dataset is cleaned, standardized, and mapped, so your analysis stays consistent and reliable.

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Company identifiers (CUSIP, GVKEY, ISIN, Tickers, RCID)
Standardized locations
Salary predictions
Seniority classification
Role and skill mappings

Flexible market datasets

Every dataset includes the raw data alongside the mapped and enriched format.

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Job Postings

Individual job postings from aggregators and company websites, with posting date, company, salary, location, and job requirements, in raw and mapped formats.

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Individual-Level Resume Data

Global coverage of 1.1 billion+ profiles with full work and education histories, demographics, and skills, in raw and mapped formats.

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Sentiment

Employee reviews with numerical category ratings and raw text, split into positive and negative. Includes the posting date, company, role, seniority, and geography of each reviewer.

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Research is in our DNA

We're researchers and scientists at heart, and we like to see the data used for important, policy-relevant work. Two access options are available:

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One-Time Research Projects: Project-specific, one-time data delivery at a discounted price for academic research.
Academic & Institutional Access: Institutional licenses through Wharton Research Data Services (WRDS). Universities interested in accessing Revelio Labs on WRDS can email research@reveliolabs.com.

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Revisionist (Employment) History

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