Jobs & labor-market evidence · SOURCE RELEASE November 6, 2026
October payrolls rise; earlier gains revised up
A stronger hiring month does not erase people wanting more hours.
Published November 6, 2026 · Reviewed November 6, 2026 · AI-assisted writer, evidence-editor and publishing passes. Not independent human fact-checking.
The quick read
U.S. nonfarm payrolls rose by 165,000 in October, BLS reports November 6, above the prior twelve-month average of 48,000. August and September gains were also revised up by a combined 84,000. That is stronger hiring evidence, not an all-clear for every worker: the household survey found 339,000 more people working part time for economic reasons. Unemployment changed little at 4.1%. These are different surveys of jobs and people, not interchangeable counts. The report improves the recent payroll picture without establishing what caused it or guaranteeing the next month.
The earlier months changed too
October's preliminary, seasonally adjusted payroll gain was 165,000. BLS revised August from 133,000 to 186,000 and September from 29,000 to 60,000. The combined upward revision is 84,000; it is not an extra October gain. Revisions incorporate additional employer reports and recalculated seasonal factors. (Sources 1–2)
Hiring grew, but not in every industry
Professional and business services added 70,000 payroll jobs, health care 42,000, and transportation and warehousing 25,000. BLS described little monthly change in several other major industries, including construction and information. These are employer-survey estimates, not a count of everyone who found work or a measure of one policy's effect. (Sources 1–2)
More jobs can coexist with too few hours
The separate household survey put unemployment at 4.1%, which BLS described as little changed. It also recorded 4.8 million people working part time for economic reasons, an increase of 339,000. Those workers wanted full-time work but faced reduced hours or could not find a full-time job. They are employed, so this problem is not captured by the unemployment rate alone. (Sources 1–2)
The establishment survey counts payroll jobs; the household survey measures people and their labor-force status. A person with more than one payroll job can appear more than once in the first measure. Read the stronger payroll estimate and the hours shortfall together, without treating either as a forecast. (Sources 3)
What this record cannot settle
Preliminary October 2026 national estimates, seasonally adjusted. Payroll jobs, employed people and people seeking more hours are different measures. This release does not identify a policy's causal effect or establish next month's hiring.
