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Revelio Public Labor Statistics (RPLS)

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

Next release: Thursday May 7, 2026 at 8:30 AM ET

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Employment

Non-farm employment measures the total employment in the US (public and private) leveraging individual level data collected from online professional profiles. The monthly change in this total employment is a proxy for number of jobs added in the economy during the month. In March, the US economy added 19 thousand jobs, predominantly driven by the Health Care and Social Services sector.

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Job Openings

Labor demand continues to cool in the US, as the number of active job postings across the country ticked downwards again in March. The vast majority of industries experienced a net decrease in job openings, with Education and Health and the Construction sectors being the exceptions.

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Hiring and Attrition

Both hiring and attrition ticked down in March, as the labor market continues to be defined by low churn. Looking across industries, we see substantial declines in Agriculture and Forestry, Information, Retail, Health Care, and Construction. Weaker hiring in the Health Care Sector is especially worrying, as it has been at the center of recent jobs growth.

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Salaries

Salaries from new job postings ticked down slightly in March, decreasing by 2.6% from February January 2026. Sectors driving the decline were Education and Health, Leisure and Hospitality, and Mining & Oil.

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Mass-layoff Notices

Layoffs data are based on mass layoff events in the WARN notices. The WARN act requires businesses with 100 or more full-time workers must issue advance layoff notices if they plan to lay off at least 50 employees. The notices should be handed to employees and submitted to the Department of Labor 60 days in advance. The number of employees notified of layoffs declined further in March. Layoffs in March were concentrated in the financial services sector.

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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. 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.

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