U.S. adds 165,000 jobs in October, unemployment dips to 4.1%

U.S. employers added 165,000 jobs in October, more than economists expected, and the unemployment rate edged down to 4.1%, the Bureau of Labor Statistics reported Friday, November 6. The report also raised the combined job gains for August and September by 84,000, strengthening the picture of hiring heading into the final months of 2026.

The October increase exceeded the 65,000 gain forecast by economists polled by Reuters. Professional and business services, health care, and transportation and warehousing led the gains. Average hourly pay increased, although the household survey also showed more people working part time because they could not get the full-time work they wanted.

How much did hiring strengthen in October?

October's payroll increase was 105,000 larger than September's revised gain and substantially above the pace recorded over the prior year. The result adds a stronger month to a labor-market picture that had included much slower hiring, rather than simply repeating the recent average.

The forecast comparison and the historical comparison answer different questions. Exceeding the Reuters poll shows that the report surprised economists who had estimated the month's result. Exceeding the preceding 12-month average shows that measured hiring was stronger than its recent pace. Neither comparison is a forecast of what employers will do in November or December.

Friday's figures are a net change in payroll employment. The 165,000 total reflects jobs added and jobs lost across the businesses and government employers covered by the survey. It is not a count of every person hired during October, and it does not mean every industry expanded at the same rate.

The labor report adds another measure to the economic picture covered in NewsCubby's report on output, inflation and household spending. Payroll growth measures employment, while GDP measures production and price indexes track inflation. Those indicators need their own dates and definitions when assessing how the economy and household finances are changing.

What changed in the August and September estimates?

The revisions strengthened both earlier months. BLS increased August's gain by 53,000, from 133,000 to 186,000, and September's by 31,000, from 29,000 to 60,000. The combined upward adjustment means the economy had more payroll jobs going into October than the previous release indicated.

Using the revised August and September numbers with October's initial estimate gives an average monthly gain of 137,000 over those three months. That is a calculation from the published figures, not a separate BLS forecast. It helps show the recent pace without making one month carry the entire assessment.

BLS said monthly revisions reflect additional reports from businesses and government agencies and the recalculation of seasonal factors. Initial estimates are published before every employer response has arrived, so later information can change the reported level and monthly gain. October's number will also be subject to revision.

The extra 84,000 belongs to August and September. Adding it to October's 165,000 and describing the result as jobs created in October would misstate the timing. The stronger result is twofold: a larger gain in the latest month and higher estimates for the two months before it.

Which industries added jobs?

Professional and business services added 70,000 positions, compared with an average monthly gain of 15,000 over the prior 12 months. Within that broad sector, professional, scientific and technical services added 33,000. Administrative and support services, including waste management and remediation, added 28,000, while management of companies and enterprises added 9,000.

Health care added 42,000 jobs, above its preceding 12-month average of 31,000. Hospitals added 16,000, home health care services added 11,000 and outpatient care centers added 5,000. The detailed figures show hiring across several kinds of care rather than a gain confined to hospitals alone.

Transportation and warehousing added 25,000 positions. Couriers and messengers accounted for 17,000, and air transportation added 4,000. BLS said the overall sector had gained 104,000 jobs since its recent employment low in February, with couriers and messengers contributing most of that increase.

Manufacturing employment continued to trend upward, adding 19,000 jobs in October. Computer and electronic product manufacturing added 7,000, while machinery and primary metals each added 4,000. Manufacturing employment was 101,000 above its recent low in December 2025, according to BLS.

Other major industries changed little during the month. Those included construction, retail and wholesale trade, information, financial activities, leisure and hospitality, and government. The report therefore shows identifiable areas of strength, with professional and business services making the largest contribution among the sectors highlighted by BLS.

What happened to wages and working hours?

Average hourly earnings for all employees on private nonfarm payrolls rose 14 cents to $38.00. The monthly increase was 0.4%, while earnings were 3.1% higher than a year earlier. For production and nonsupervisory employees, average hourly pay increased 12 cents, also 0.4%, to $32.75.

Those figures are averages across the workers covered by the payroll survey. They do not establish that each employee received a raise of that size. They also describe pay in dollars rather than inflation-adjusted purchasing power. Comparing wages with prices requires a price measure for the corresponding period, not simply treating the wage increase as a real gain.

The average private-sector workweek remained at 34.4 hours. Manufacturing hours were unchanged at 40.5, while manufacturing overtime edged up by one-tenth of an hour to 3.1 hours. The workweek for production and nonsupervisory employees declined by one-tenth of an hour to 33.8.

Hours matter alongside hourly pay because a worker's earnings depend on both the rate paid and the time worked. Friday's report showed higher average hourly earnings without an increase in the overall average private-sector workweek.

What does the unemployment rate reveal?

The unemployment rate slipped by one-tenth of a percentage point from September to October. BLS described the rate and the number of unemployed people, 7.1 million, as little changed. The rate has stayed between 4.1% and 4.3% since March, placing October at the lower end of that range.

Two other measures were also little changed: the labor force participation rate was 61.9%, and the employment-population ratio was 59.3%. Participation measures the share of the civilian noninstitutional population age 16 and older that is working or looking for work. The employment-population ratio measures the share that is employed.

The rise in involuntary part-time employment offers a different view of labor-market conditions. The 4.8 million people in that group would have preferred full-time work but had reduced hours or were unable to find a full-time job. They count as employed, so their difficulty does not appear directly in the headline unemployment rate.

Long-term unemployment also remained significant. About 2 million people had been jobless for at least 27 weeks, representing 27.6% of all unemployed people. BLS said that total changed little during October. Another 6 million people outside the labor force said they wanted a job, but were not counted as unemployed because they had not recently searched or were unavailable to start.

Why do the payroll and household figures differ?

The report combines two separate surveys. Employers provide payroll, hours and earnings information for the establishment survey. The household survey measures people's employment status and supplies the unemployment rate. As BLS explains in its technical note, the surveys have different coverage and counting rules.

A person holding two payroll jobs can appear twice in the establishment survey but is counted once in the household survey. The household measure also includes groups such as agricultural workers and the unincorporated self-employed who are outside the nonfarm payroll count. The two sets of numbers therefore need not move in lockstep.

The reference periods generally center on the week or pay period containing the 12th of the month. Friday's release describes October conditions, not an immediate measurement of events occurring in early November. Likewise, NewsCubby's reporting on the recent global stock selloff concerns market prices observed at a different time. It should not be read as another measure of October payroll employment.

What do we know, and what remains uncertain?

The published estimates show a stronger October payroll gain, upward revisions to the previous two months, higher average hourly pay and a slightly lower unemployment rate. They also show more involuntary part-time work. Those findings can coexist because they describe different aspects of employment.

The report does not yet establish whether October's hiring pace will continue. It cannot identify the experience of every household, and its national totals do not show that every region or employer is growing. Subsequent releases and revisions will help determine how durable the improvement is.

What's next

The next Employment Situation report, covering November, is scheduled for Friday, December 4, at 8:30 a.m. Eastern time. It will provide the next monthly check on hiring, unemployment, wages and hours, as well as updated payroll estimates for earlier months.

The key comparison will be whether hiring remains stronger across several industries and whether that translates into better access to full-time work. For now, October delivered more jobs than forecast and stronger estimates for late summer, while the household data continue to show that some workers are looking for more hours or still searching for a job.

Photo credits

The article thumbnail and accompanying video use **Tesla Robot Dance**, photographed June 6, 2012, by Steve Jurvetson, via Wikimedia Commons, under CC BY 2.0. The photograph shows assembly of early Model S sedans. It is archival manufacturing context, not a photograph of October 2026 conditions or evidence of Tesla-specific hiring. The image is cropped, resized and darkened, with NewsCubby branding and text overlays; the video also adds pan and zoom motion. No endorsement is implied. Data graphics are original NewsCubby work based on BLS figures.

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*ARCHIVE PHOTO: Tesla Model S assembly, June 6, 2012. Not the current reporting period. Photo: Steve Jurvetson / Wikimedia Commons / CC BY 2.0, cropped and overlaid with branding and text.*

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