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Revelio Public Labor Statistics (RPLS)

Monthly release of labor market statistics covering employment, job openings, and earnings

Pre-release of methodology and historical files

Please note that all files are preliminary and may be subject to change.

Methodology

Find our methodology describing our data collection, sample selection, sampling weights, reporting lag correction, seasonal adjustment etc.PDF

Employment

Total US nonfarm employment (July 2025)CSV
Employment by NAICS (July 2025)CSV
Historic files going back to 2021CSV
Sample code analyzing time series and revisionsPython notebook
Historical BLS revisionsExcel

Hiring and attrition

Hiring and attrition for total US (July 2025)CSV
Hiring and attrition by NAICS (July 2025)CSV

Job openings

Job openings for total US (July 2025)CSV
Job openings by NAICS (July 2025)CSV

Salaries from new job openings

Salaries for total US (July 2025)CSV
Salaries by NAICS (July 2025)CSV

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FAQs

What data sources are used?

Powered by a dataset representing close to the whole population of employed people in the United States, Revelio Public Labor Statistics (RPLS) will draw from 100+ million U.S. profiles that mirror the national workforce and cover two thirds of all employed individuals, compared to an estimated 27% from the BLS establishment survey and 0.03% from the BLS household survey.

What metrics are covered?

Revelio Public Labor Statistics (RPLS) will publish (a) changes in employment, (b) job openings (c) employee hiring and attrition rates, and (d) salaries from new openings. Note that we will not be covering unemployment rate and labor force participation rate. All metrics will be available by occupation (SOC 2-digit), sector (NAICS 2-digit), and state.

What is the release schedule?

Revelio Labs will publish its data monthly, releasing Revelio Public Labor Statistics (RPLS) updates the day before Jobs Friday and the day before the JOLTS releases, respectively. These monthly releases are designed to complement the BLS's data series with more timely and granular insights.

About RPLS

Revelio Public Labor Statistics (RPLS) is a freely available macroeconomic labor market dataset built from 100+ million U.S. profiles to provide a clear, transparent view of workforce dynamics. It follows a format similar to the U.S. Bureau of Labor Statistics (BLS) and is designed to be used alongside it, tracking employment levels, wages, and job transitions at a scale that traditional surveys cannot, offering a continuous picture of the labor market. Our hope is that RPLS helps close the growing information gap and delivers unbiased and trustworthy data on the U.S. workforce for policymakers, businesses, and the public.

RPLS Announcement

Full-release coming September 4, 2025

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