Workforce alternative data for investors
See where a company is investing before it reports
Hiring, attrition, and talent flows at 33.8 million public and private companies, mapped to tickers with workforce history back to 2008. Delivered as a feed, an API, or the Revelio Terminal.
- Citi
- Barclays
- BlackRock
- Federal Reserve
- Capital One
Why most workforce data never reaches production
01
Reported headcount arrives once a quarter or once a year, long after the decisions behind it.
02
Raw profile and posting data needs deduplication and entity matching before anyone can backtest it.
03
Mapping a vendor's companies to your securities master takes weeks before the first test runs.
What Revelio Labs data brings to investment research
Talk to an ExpertEvaluate in days
Companies arrive mapped to tickers and identifiers, so your first test runs on names you already cover.
See change earlier
Hiring, attrition, and workforce shifts show where a company is investing before it reports.
Understand what’s driving the signal
Workforce data tells a story a PM or investment committee can follow: which teams are growing, where talent is leaving, and how a company’s workforce is changing.
What you can measure
Headcount trends
Growing or shrinking across functions, seniority levels, and geographies.
Hiring demand
Posting volume and mix from 5.6 billion deduplicated job postings.
Talent flows
Who joins and leaves each company, and which competitors they come from or go to.
Pay and sentiment
Modeled compensation and structured employee reviews, comparable across companies.
Use cases
Fundamental research
Is management hiring where it says it is investing? Compare the strategy with hiring by function.
Systematic strategies
Test workforce signals across your investment universe using historical data back to 2008.
Private equity and venture
Check team growth, seniority mix, and key departures at a target before and after the deal.
Discover companies
Search across 30M+ companies using workforce trends and company characteristics to screen markets and surface potential opportunities.
33.8 million
companies, public and private
1.3 million
unique sources, so no single source drives the signal
How you get it
Data feed
Full history and regular updates in your environment.
API and MCP
Query by company or universe, from code or an AI assistant.
Revelio Terminal
Single-name research in the browser, from $1,250 per month.
Data Builder
Build custom company sets and download them without writing code.
Built for desks that check the work
Talk to an ExpertEvery company carries CUSIP, GVKEY, ISIN, and ticker identifiers, with subsidiaries mapped to parents.
Postings are deduplicated across sources, so one job listed on ten boards counts once.
We publish our methodology and our monthly jobs estimate in public, so you can judge the data on its record.
Frequently asked questions
Updated data for the previous month is available by the 15th of each month, with weekly or daily delivery available for select feeds.
Firm-level workforce history starts in 2008. Job postings start in 2021.
33.8 million companies worldwide, private ones included. Public companies are mapped to securities identifiers.
We reweight by occupation and country against BLS and ILO benchmarks. The data dictionary documents each step.
Yes. Start a free Terminal trial, or ask for history on names you choose.
Put the data to the test
Choose a company you are interested in. We will send the workforce history behind it.