# Revelio Labs estimates September job gains amid BLS shutdown [Canonical reading](https://escapemeridian.com/readings/revelio-labs-estimates-september-job-gains-amid-bls-shutdown-d49c3cdf) Revelio Labs published this report on October 2, 2025, when a government shutdown meant the Bureau of Labor Statistics (BLS) would not release its September jobs report. Revelio Labs estimates that the US economy added 60 thousand jobs that month, led by Education and Health Services and Retail; Leisure and Hospitality lost jobs. Using a model based on its own data and ADP’s, Revelio Labs estimates the missing BLS figure would have been 38 thousand jobs, but gives a wide predicted range from −63 thousand to 138 thousand. The model uses data from January 2023 to August 2025, and the report says its estimates are not the only signal: job postings and advertised starting salaries fell, while hiring and attrition also declined. Revelio Labs concludes that the labor market was still expanding but at “stall speed,” and describes it as “steady but fragile.” It says alternative datasets carry more weight while the official report is delayed, and that continued declines in hiring breadth and advertised pay could broaden the slowdown. The source cannot show how closely its modeled estimate would have matched the BLS report, which was not released at the time described. Headline and summary by Escape Meridian, prepared by Luna from the attributed source. A source check is not independent confirmation of the source’s claims. ## Original source Revelio Labs · Article Original source date: Oct 2, 2025 (2025-10-02T14:23:00.000Z). Date basis: Date stated on the publisher’s page. Added to Escape Meridian: 2026-11-11T22:13:25.395Z. First observed: 2026-10-31T07:33:55.146Z. Retrieved: 2026-10-31T07:35:49.464Z. - [September 2025 US Jobs Report: US Economy Adds 60k Jobs Amid BLS Shutdown](https://www.reveliolabs.com/news/rpls/rpls-oct2025-release) ## Limits Text as retrieved on October 31, 2026; originally published October 2, 2025. Revelio Labs’ September employment figure and its estimate of the missing BLS report are estimates; the source provides a wide predicted range for the latter. The BLS September report was not released at the time described, so the source cannot compare its modeled estimate with that report. ## Open question How closely would Revelio Labs’ model estimate have matched the BLS report, had that report been released? ## Source-stated Revelio Labs estimates that employment grew by 60 thousand jobs in September, with gains concentrated in Education and Health Services and Retail, while Leisure and Hospitality lost jobs. > The US economy added 60 thousand jobs in September according to Revelio Public Labor Statistics (RPLS) jobs report. - [Supporting source](https://www.reveliolabs.com/news/rpls/rpls-oct2025-release) ## Source-stated Revelio Labs’ model estimates that the missing BLS report would have shown 38 thousand jobs added, with a broad predicted range. > Based on the regression model, we estimate that the BLS Employment Situation Summary would have reported 38 thousand jobs added in September. Our simulation results suggest that this predicted value lies between -63 thousand and 138 thousand jobs - [Supporting source](https://www.reveliolabs.com/news/rpls/rpls-oct2025-release) ## Source-stated Revelio Labs says job postings, advertised starting salaries, hiring and attrition all declined in September. > both job postings and salaries from new job postings decreased in September by 0.6% and 0.3%, respectively - [Supporting source](https://www.reveliolabs.com/news/rpls/rpls-oct2025-release) ## Source-stated Revelio Labs describes the labor market as still expanding but at “stall speed,” and concludes that it looks “steady but fragile.” > Taken together, the evidence points to a labor market that is still expanding but at stall speed. - [Supporting source](https://www.reveliolabs.com/news/rpls/rpls-oct2025-release) ## Source-stated Revelio Labs says its model uses historical employment estimates from January 2023 through August 2025. > Therefore, our regression model spans the months from January 2023 to August 2025. - [Supporting source](https://www.reveliolabs.com/news/rpls/rpls-oct2025-release) ## Source-stated Revelio Labs’ citation gives the publication date as October 2, 2025. > Revelio Labs, "RPLS US Jobs Report: The US Economy Added 60k Jobs in September Amid BLS Shutdown," October 2, 2025. - [Supporting source](https://www.reveliolabs.com/news/rpls/rpls-oct2025-release) ## Source and contributor context Revelio Labs · Publisher The publisher is identified here. No individual author has been inferred. ## Source media Media retrieval status: unchecked. ## Terms and references Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement. ## Revelio Labs Revelio Labs is a workforce analytics firm publishing labor market analysis on employment, occupations and industry trends. - [Explore this context](/entities/revelio-labs) - [Reference](https://www.reveliolabs.com/) ## U.S. Bureau of Labor Statistics The Bureau of Labor Statistics publishes US data on employment, pay, prices and productivity. - [Explore this context](/entities/us-bls) - [Reference](https://www.bls.gov/) ## Figure Figure develops humanoid robots and publishes its own tests of how they perform physical tasks. - [Explore this context](/entities/figure) - [Reference](https://www.figure.ai/news) - [Reference](https://www.figure.ai/news/helix-2-5-zero-shot-30-home-generalization) ## TIME TIME is a news magazine publishing reporting on world affairs, business, technology and the workers behind digital services. - [Explore this context](/entities/time) - [Reference](https://time.com/) ## Editorial provenance Version 1. Publication ID: 9bfe4655-bcee-72b2-d89b-b0313584d296. Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5. Source check: uncertain by anthropic/claude-opus-5.5 on 2026-11-11T22:08:46.856Z. This checks fidelity to the source, not whether its claims are independently true. Editorial selection: accept; reasons: bridge\_admitted\_by\_model. Observation: dc34d832ca14b3d72a1862d0bbe30db4ddf38683814dba1d52fa6b667449e723. Source text hash: 8c72efa9577fbf77c4824a4a74e550a6fc8bd61c22914856ad31e01347ab5edf. ## Revision and source-check history ### Version 1 — 2026-11-11T22:13:25.395Z Revelio Labs published this report on October 2, 2025, when a government shutdown meant the Bureau of Labor Statistics (BLS) would not release its September jobs report. Revelio Labs estimates that the US economy added 60 thousand jobs that month, led by Education and Health Services and Retail; Leisure and Hospitality lost jobs. Using a model based on its own data and ADP’s, Revelio Labs estimates the missing BLS figure would have been 38 thousand jobs, but gives a wide predicted range from −63 thousand to 138 thousand. The model uses data from January 2023 to August 2025, and the report says its estimates are not the only signal: job postings and advertised starting salaries fell, while hiring and attrition also declined. Revelio Labs concludes that the labor market was still expanding but at “stall speed,” and describes it as “steady but fragile.” It says alternative datasets carry more weight while the official report is delayed, and that continued declines in hiring breadth and advertised pay could broaden the slowdown. The source cannot show how closely its modeled estimate would have matched the BLS report, which was not released at the time described. ## Original source Revelio Labs · Article Original source date: Oct 2, 2025 (2025-10-02T14:23:00.000Z). Date basis: Date stated on the publisher’s page. Added to Escape Meridian: 2026-11-11T22:13:25.395Z. First observed: 2026-10-31T07:33:55.146Z. Retrieved: 2026-10-31T07:35:49.464Z. - [September 2025 US Jobs Report: US Economy Adds 60k Jobs Amid BLS Shutdown](https://www.reveliolabs.com/news/rpls/rpls-oct2025-release) ## Limits Text as retrieved on October 31, 2026; originally published October 2, 2025. Revelio Labs’ September employment figure and its estimate of the missing BLS report are estimates; the source provides a wide predicted range for the latter. The BLS September report was not released at the time described, so the source cannot compare its modeled estimate with that report. ## Open question How closely would Revelio Labs’ model estimate have matched the BLS report, had that report been released? ## Source-stated Revelio Labs estimates that employment grew by 60 thousand jobs in September, with gains concentrated in Education and Health Services and Retail, while Leisure and Hospitality lost jobs. > The US economy added 60 thousand jobs in September according to Revelio Public Labor Statistics (RPLS) jobs report. - [Supporting source](https://www.reveliolabs.com/news/rpls/rpls-oct2025-release) ## Source-stated Revelio Labs’ model estimates that the missing BLS report would have shown 38 thousand jobs added, with a broad predicted range. > Based on the regression model, we estimate that the BLS Employment Situation Summary would have reported 38 thousand jobs added in September. Our simulation results suggest that this predicted value lies between -63 thousand and 138 thousand jobs - [Supporting source](https://www.reveliolabs.com/news/rpls/rpls-oct2025-release) ## Source-stated Revelio Labs says job postings, advertised starting salaries, hiring and attrition all declined in September. > both job postings and salaries from new job postings decreased in September by 0.6% and 0.3%, respectively - [Supporting source](https://www.reveliolabs.com/news/rpls/rpls-oct2025-release) ## Source-stated Revelio Labs describes the labor market as still expanding but at “stall speed,” and concludes that it looks “steady but fragile.” > Taken together, the evidence points to a labor market that is still expanding but at stall speed. - [Supporting source](https://www.reveliolabs.com/news/rpls/rpls-oct2025-release) ## Source-stated Revelio Labs says its model uses historical employment estimates from January 2023 through August 2025. > Therefore, our regression model spans the months from January 2023 to August 2025. - [Supporting source](https://www.reveliolabs.com/news/rpls/rpls-oct2025-release) ## Source-stated Revelio Labs’ citation gives the publication date as October 2, 2025. > Revelio Labs, "RPLS US Jobs Report: The US Economy Added 60k Jobs in September Amid BLS Shutdown," October 2, 2025. - [Supporting source](https://www.reveliolabs.com/news/rpls/rpls-oct2025-release) ## Source and contributor context Revelio Labs · Publisher The publisher is identified here. No individual author has been inferred. ## Source media Media retrieval status: unchecked. ## Terms and references Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement. ## Revelio Labs Revelio Labs is a workforce analytics firm publishing labor market analysis on employment, occupations and industry trends. - [Explore this context](/entities/revelio-labs) - [Reference](https://www.reveliolabs.com/) ## U.S. Bureau of Labor Statistics The Bureau of Labor Statistics publishes US data on employment, pay, prices and productivity. - [Explore this context](/entities/us-bls) - [Reference](https://www.bls.gov/) ## Figure Figure develops humanoid robots and publishes its own tests of how they perform physical tasks. - [Explore this context](/entities/figure) - [Reference](https://www.figure.ai/news) - [Reference](https://www.figure.ai/news/helix-2-5-zero-shot-30-home-generalization) ## TIME TIME is a news magazine publishing reporting on world affairs, business, technology and the workers behind digital services. - [Explore this context](/entities/time) - [Reference](https://time.com/) ## Editorial provenance Version 1. Publication ID: 9bfe4655-bcee-72b2-d89b-b0313584d296. Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5. Source check: uncertain by anthropic/claude-opus-5.5 on 2026-11-11T22:08:46.856Z. This checks fidelity to the source, not whether its claims are independently true. Editorial selection: accept; reasons: bridge\_admitted\_by\_model. Observation: dc34d832ca14b3d72a1862d0bbe30db4ddf38683814dba1d52fa6b667449e723. Source text hash: 8c72efa9577fbf77c4824a4a74e550a6fc8bd61c22914856ad31e01347ab5edf. ### uncertain — 2026-11-11T22:08:46.856Z — anthropic/claude-opus-5.5 Publication: 9bfe4655-bcee-72b2-d89b-b0313584d296 attribution — pass: The reading consistently attributes the employment figures, model nowcast, indicators and conclusions to Revelio Labs, the publisher of this single report. It does not present them as established facts. > The US economy added 60 thousand jobs in September according to Revelio Public Labor Statistics (RPLS) jobs report. summary — uncertain: The summary is faithful, and its quoted phrases are exact. However, ADP is central to the model, and the reading never says it is a private payroll-data company with its own employment estimate, so a general reader cannot tell why it is combined with Revelio's data. The reading also omits that ADP reported a 32 thousand private-job decline. 'Attrition' is also left unexplained. Smallest repair: identify ADP in a few words and note its contrasting estimate. Separately, 'could broaden' slightly softens the source's 'likely to broaden'. > significantly higher than ADP’s estimate that private employment declined by 32 thousand jobs date — pass: The reading's date of October 2, 2025 matches the UTC day of originalPublished and the source's own citation. The page was edited after publication (dateModified 2026-06-08), but the passages the reading relies on read as part of the original report. The reading does not claim the BLS figure was later released, contains no hindsight framing, and presents the forecast-like statements as the source's own. This is a publisher page, so no archive disclosure is needed. > Due to the government shutdown, the BLS will not be releasing its jobs report tomorrow. support — pass: Each claim matches the source text: the 60k figure and sector pattern, the 38k nowcast with its -63k to 138k range, the declines in postings, pay, hiring and attrition, the January 2023 to August 2025 model window, and the stall-speed and steady-but-fragile conclusion. Despite the post-publication edit, the cited passages appear to be original. The reading's closing limitation about comparing the estimate with BLS is appropriately framed as unknown. > The hiring rate declined by 0.1p.p. in September compared to August and attrition was also down by 0.1 p.p. media — pass: No media is selected, and no verified candidates were supplied, so there is no media identity or relevance issue. ## Recorded references Explicit citations in public readings and public file attachments to this reading. Shared topics are not citations. Other artifact types need an explicit reference adapter. No public references recorded here yet. [Reference data (JSON)](/readings/d49c3cdfbea4cbd0a5ef6404c2c924302a41b185b183c19023c1b61b3a4e5aa0/references.json) ## Corrections and challenges [Send a correction or an opposing source](https://escapemeridian.com/corrections/) [JSON record](https://escapemeridian.com/readings/revelio-labs-estimates-september-job-gains-amid-bls-shutdown-d49c3cdf.json)