July’s payroll gain has now been revised below zero. The Bureau of Labor Statistics (BLS) reported on October 2, 2026 that the change in total nonfarm payroll employment for July was revised down by 31,000, from a gain of 21,000 to a loss of 10,000. The same release cut August by 29,000 and showed September adding only 29,000 jobs, with the unemployment rate at 4.2 percent.
The 21,000 in the headline is the figure BLS published in its August report, released September 4. It was not July’s first number, and the difference changes how the revision reads.
The September report rewrote July and August together
BLS revises the two prior months in every Employment Situation release, so July and August moved together. The September release says July was revised down by 31,000, from +21,000 to -10,000, and August was revised down by 29,000, from +162,000 to +133,000. In its words, “employment in July and August combined is 60,000 lower than previously reported.”
The September figure itself, a gain of 29,000, comes with a caution from BLS that both payrolls and the unemployment rate “changed little.” The release sets that against an average monthly gain of 45,000 over the prior 12 months, so September came in below the recent pace even before any later revision.
July’s three readings: a loss of 23,000, a gain of 21,000, a loss of 10,000
July has been published three times, and the sign has flipped twice. The July release of August 7, 2026 reported that payrolls declined by 23,000, with the unemployment rate at 4.1 percent. A month later, the August release of September 4 revised July up by 44,000, from -23,000 to +21,000, and revised June up by 11,000, from +20,000 to +31,000. The October 2 release then took July back down by 31,000, to -10,000.
That sequence is the reason the title now says “in BLS’s August report.” A gain of 21,000 was the second estimate, and what has been revised away is that second reading. Measured against the first print, July is 13,000 better than first reported, though still negative. The month that began as a small decline briefly looked like a small gain and has ended as a small decline again.
June moved in the same releases. The August 7 report cut June by 37,000, from +57,000 to +20,000, and May by 66,000, from +129,000 to +63,000. The September 4 report then raised June by 11,000, to +31,000. The unemployment rate over the same stretch was 4.1 percent in the July and August reports and 4.2 percent in the September report.
BLS summed each cycle in the same way. The August 7 release put May and June combined 103,000 lower than previously reported, the September 4 release put June and July combined 55,000 higher, and the October 2 release put July and August combined 60,000 lower. Two of the last three revision cycles therefore cut the earlier numbers, and the one that raised them has since been partly reversed for July.
August: a 162,000 headline that became 133,000
August’s reading shows the same mechanics. BLS first reported in its September 4 release that total nonfarm payroll employment “increased by 162,000 in August” and that the unemployment rate was unchanged at 4.1 percent. The October 2 release lowered that to 133,000, a cut of 29,000, which is still the strongest month of the three.
The Financial Wire’s own arithmetic on BLS’s current figures puts the three months from July through September at 152,000 combined: a loss of 10,000 in July, a gain of 133,000 in August and a gain of 29,000 in September. The monthly average of those three figures works out near 51,000, compared with the 45,000 twelve-month average BLS cites.
Why BLS payroll numbers keep moving
The payroll figures come from BLS’s survey of employers, and the first estimate for any month rests on the portion of reports that arrive by the cut-off. BLS describes revisions as the result of additional business reports and recalculated seasonal adjustment factors, and it publishes the revised figures for the two prior months in each monthly release. The pattern is routine in method even when the sign change is not.
Each of those revisions arrived in a scheduled monthly release, and each moved the picture of the labor market that the previous report had drawn. Until the October 2 release, the most recent published sequence was a loss of 23,000 in July, then a gain of 21,000 revised from it, then 162,000 for August. As of this report, the sequence reads -10,000, +133,000 and +29,000, so the strongest month is now smaller by 29,000 and the weakest is still negative.
The authoritative record is the BLS release itself: payrolls of +29,000 in September, July at -10,000, August at +133,000 and unemployment at 4.2 percent, as published October 2, 2026.
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An AI system helped draft this piece; its figures were checked against the three Bureau of Labor Statistics releases linked in the text.
Warren Cohen is a finance writer based in Phoenix, Arizona, covering personal finance topics including credit, banking, and beginner investing. He earned his degree in business administration from Arizona State University and began his career working in consumer finance, where he gained direct experience with lending and credit systems. He now writes for personal finance websites and fintech platforms, focusing on clear, practical content that helps readers make informed financial decisions.
