# Revelio Labs

> Revelio Labs delivers the most comprehensive workforce database in the world: data, analytics, and intelligence on companies, markets, and talent.

Revelio Labs publishes original workforce research in its Newsroom. Newsroom articles and charts are licensed under CC BY 4.0: reuse them with credit and a link to reveliolabs.com. Every chart has its own page at /charts/<article>/fig-N with a PNG download and embed code.

## Solutions

- [Data](https://www.reveliolabs.com/data)
- [Company Benchmarking](https://www.reveliolabs.com/solutions/company-benchmarking)
- [Compensation Data](https://www.reveliolabs.com/solutions/compensation-data)
- [Location Strategy](https://www.reveliolabs.com/solutions/location-strategy)
- [Talent Intelligence](https://www.reveliolabs.com/solutions/talent-intelligence)
- [Company Discovery](https://www.reveliolabs.com/solutions/company-discovery)
- [Data Enrichment](https://www.reveliolabs.com/solutions/data-enrichment)
- [Talent Acquisition](https://www.reveliolabs.com/solutions/talent-acquisition)

## Products

- [Terminal](https://www.reveliolabs.com/products/terminal)
- [COSMOS](https://www.reveliolabs.com/job-postings-cosmos)
- [Consulting](https://www.reveliolabs.com/products/consulting)
- [Data Builder](https://www.reveliolabs.com/products/data-builder)
- [Job Architecture](https://www.reveliolabs.com/products/job-architecture)
- [Reports](https://www.reveliolabs.com/products/reports)
- [Academic Research](https://www.reveliolabs.com/products/research)

## Newsroom

- [Latest Articles](https://www.reveliolabs.com/news)
- [Revelio Public Labor Statistics](https://www.reveliolabs.com/public-labor-statistics)
- [AI Labor Market Tracker](https://www.reveliolabs.com/ai-labor-market-tracker)
- [Academic Publications](https://www.reveliolabs.com/news/publication)

## Company

- [About Us](https://www.reveliolabs.com/company)
- [Careers](https://www.reveliolabs.com/careers)
- [Events](https://www.reveliolabs.com/events)
- [Podcast](https://www.reveliolabs.com/podcasts/the-economics-of-work)
- [Talk to an Expert](https://www.reveliolabs.com/demo)

## Resources

- [Data Dictionary](https://www.data-dictionary.reveliolabs.com/)
- [Company Directory](https://www.reveliolabs.com/companies)
- [Press](https://www.reveliolabs.com/press)
- [Blog](https://www.reveliolabs.com/blog)
- [FAQ](https://www.reveliolabs.com/faq)

## Research reuse

- [Licensing](https://www.reveliolabs.com/licensing): CC BY 4.0 terms for newsroom articles and charts

## Recent research

- [Sports Analytics Is Universal. Its Payoffs Aren’t.](https://www.reveliolabs.com/news/business/sports-analytics-data-hires-win-rates): The 12th man has a degree in statistics (Oct 20, 2026)
- [Banks Are Losing Interest in Junior Talent in the AI Era](https://www.reveliolabs.com/news/ai-and-work/ai-junior-bankers-hiring-data): The industry is restructuring around AI rather than being automated by it (Oct 13, 2026)
- [After a Decade of Growth, Global Call Center Employment Is Shrinking](https://www.reveliolabs.com/news/ai-and-work/after-a-decade-of-growth-global-call-center-employment-is-shrinking): Headcount has fallen for eight straight quarters, and workers who leave rarely reach the office jobs that are still growing (Oct 6, 2026)
- [RPLS US Jobs Report: The US economy adds 56.9k jobs in September](https://www.reveliolabs.com/news/rpls/rpls-us-jobs-report-the-us-economy-adds-56-9k-jobs-in-september): Public Administration and Health Care contributed the most to job gains (Oct 1, 2026)
- [What Opportunities Does an Economics PhD Open?](https://www.reveliolabs.com/news/education/what-opportunities-does-an-economics-phd-open): PhD economists are taking their talent from academia to tech (Sep 29, 2026)
- [Guest Post: When New Jobs Don’t Fit Old Categories](https://www.reveliolabs.com/news/macro/when-new-jobs-dont-fit-old-categories): This week’s newsletter is written by Rachel Lipson, Nonresident Senior Fellow at Brookings Metro and Research Fellow at the Harvard Kennedy School, and draws on her recent research on jobs in the “frontier economy.” (Sep 22, 2026)
- [The Gender Pay Gap Followed Women Into the Gig Economy](https://www.reveliolabs.com/news/social/gender-pay-gap-freelancing-by-country): Freelancing gives women more access to work globally, but a pay gap persists (Sep 15, 2026)
- [One Year of Revelio Public Labor Statistics: A Retrospective](https://www.reveliolabs.com/news/macro/one-year-of-revelio-public-labor-statistics-a-retrospective): How have we been doing? (Sep 8, 2026)
- [RPLS US Jobs Report: The US economy adds 36.5k jobs in August](https://www.reveliolabs.com/news/rpls/rpls-us-jobs-report-the-us-economy-adds-36-5k-jobs-in-august): Public Administration and Health Care contributed the most to job gains (Sep 2, 2026)
- [Tech Hiring Is Getting More Specialized](https://www.reveliolabs.com/news/tech/tech-hiring-specialized-job-market-2026): Tech employers want you to know a lot about a little (Sep 1, 2026)
- [Is AI Just a Scapegoat For Layoffs?](https://www.reveliolabs.com/news/ai-and-work/is-ai-just-a-scapegoat-for-layoffs): AI-driven layoffs reflect a real shift in most cases—but not all (Aug 25, 2026)
- [How Is Equity Compensation Distributed in Big Tech?](https://www.reveliolabs.com/news/tech/equity-compensation-big-tech): Equity compensation is widespread among tech workers, but amplifies earnings inequality (Aug 18, 2026)
- [Revisionist (Employment) History](https://www.reveliolabs.com/news/ai-and-work/revisionist-employment-history): How edits to online profiles can predict job changes (Aug 11, 2026)
- [RPLS US Jobs Report: The US economy adds 79k jobs in July](https://www.reveliolabs.com/news/rpls/rpls-us-jobs-report-the-us-economy-adds-79k-jobs-in-july): Health Care and Manufacturing contributed the most to job gains (Aug 6, 2026)
- [Industries Cluster, but Silicon Valley Is Something Else](https://www.reveliolabs.com/news/macro/industries-cluster-but-silicon-valley-is-something-else): Where Do US Industries and Occupations Concentrate? (Aug 4, 2026)
- [Introducing the Revelio AI Labor Market Tracker](https://www.reveliolabs.com/news/ai-and-work/introduction-the-revelio-ai-labor-market-tracker): A monthly tracker of AI's measurable impact on the labor market, combining original Revelio Labs analyses with updated applications, replications, and extensions of findings from emerging academic research (Jul 28, 2026)
- [Wage Growth Is Increasingly Concentrated at the Top](https://www.reveliolabs.com/news/macro/is-wage-inequality-increasing): Salaries from new job postings show wage inequality is set to widen (Jul 21, 2026)
- [Who Is Building Europe's Unicorns?](https://www.reveliolabs.com/news/tech/who-is-building-europe-s-unicorns): The MBA is out. The technical founder is in: tracking the new DNA of European startups. (Jul 14, 2026)
- [Brexit, Tax Havens, and the Brain Drain That Wasn't](https://www.reveliolabs.com/news/macro/brexit-tax-havens-and-the-brain-drain-that-wasn-t): Ten years after the Brexit vote, UK worker outflows have declined across the board (Jul 7, 2026)
- [RPLS US Jobs Report: The US economy adds 259k jobs in June](https://www.reveliolabs.com/news/rpls/rpls-us-jobs-report-the-us-economy-adds-259k-jobs-in-june): Public Administration, Professional Business Services, and Health Care contribute to strong job growth (Jul 1, 2026)
- [The Companies Spending the Most on AI Are Also Spending the Most on Humans](https://www.reveliolabs.com/news/ai-and-work/greater-ai-investment-more-hiring): Ramp x Revelio Labs: new spending data shows heavy AI investors grow employment by over 10%, including entry-level hiring (Jun 30, 2026)
- [Are AI Certifications Worth It?](https://www.reveliolabs.com/news/social/are-ai-certifications-worth-it): The workers most at risk of AI displacement are quickly learning the technology (Jun 23, 2026)
- [How Foreign Companies Shape the US Labor Market](https://www.reveliolabs.com/news/business/how-foreign-owned-companies-shape-the-us-labor-market): The future of domestic workers is being shaped by foreign firms (Jun 16, 2026)
- [AI Prompts a Rise in Career Changes](https://www.reveliolabs.com/news/macro/ai-prompts-a-rise-in-career-changes): As openings dry up in research, data, and engineering, workers are pivoting into AI roles where demand is surging (Jun 9, 2026)
- [RPLS US Jobs Report: The US economy adds 123.7k jobs in May](https://www.reveliolabs.com/news/rpls/rpls-the-us-economy-adds-123-7k-jobs-in-may): Public Administration and Health Care contribute to strong job growth (Jun 4, 2026)