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U.S. Jobs Data Beats Forecasts as Unemployment Falls to 4.1%

October nonfarm payrolls rose by 165,000, surpassing economist expectations and pushing the likelihood of a December Federal Reserve rate hike to 80%.

By Simon Bennett ·

Illustration for: U.S. Jobs Data Beats Forecasts as Unemployment Falls to 4.1%
Illustration generated for this article, not a news photograph.

The U.S. economy added 165,000 jobs in October, a figure that significantly exceeded forecasts and lowered the unemployment rate to 4.1%. This acceleration in hiring suggests the labor market is stabilizing after a shaky mid-summer period. For workers, the data indicates a tighter job market with fewer layoffs, though the path to a full-time position remains uneven for some sectors.

The Bureau of Labor Statistics reported the employment gain on Friday. Economists polled by Reuters had predicted a much slower increase of 65,000 jobs. The department also revised upward the job counts for August and September. August gains were adjusted to 186,000 from 133,000, while September was revised to 60,000 from 29,000. The average monthly employment growth over the last three months stood at 137,000, contrasting with an average loss of 45,000 during the same period in 2025.

Sector performance varied widely. Professional and business services led the growth, adding 70,000 positions, well above its 12-month average of 15,000. Healthcare contributed 42,000 new jobs, while transportation and warehousing added 25,000, largely driven by courier and messenger roles. Manufacturing gained 19,000 jobs, with economists linking the increase to the ongoing artificial intelligence buildout. Conversely, leisure and hospitality shed 13,000 positions, and construction lost 3,000 jobs due to high mortgage rates suppressing residential building.

The stronger-than-expected data has shifted market expectations for monetary policy. Financial markets now price in an 80% probability that the Federal Reserve will raise interest rates at its next meeting, up from 66.9% on Thursday. The Fed currently holds its benchmark overnight interest rate in the 3.75% to 4.00% range. Kathy Bostjancic, chief economist at Nationwide, noted that the labor market is heating up across the board, supporting the view that the central bank will raise the policy rate in December.

Not all indicators pointed to strength. The median duration of unemployment jumped to 11.9 weeks, the longest since November 2021. The broader measure of unemployment, which includes discouraged workers, rose to 7.9% from 7.6%. Cory Stahle, a senior economist at the Indeed Hiring Lab, observed that more than a quarter of unemployed workers had been searching for six months or longer. Wage growth also slowed to 3.1% year-over-year, a decline from 3.2% in September, while consumer prices rose 3.7% in September.

The labor force participation rate climbed to 61.9% from 61.6% in August as 1.589 million people joined the workforce over the past three months. However, many of these entrants, often re-entrees, have not yet found work. Household employment, a volatile measure, increased by 463,000 in October, outpacing the 421,000 new entrants. Brian Bethune, an economics professor at Boston College, attributed recent improvements largely to a major jump in federal government spending and a surge in election spending near $12 billion between August and October.

The economic backdrop remains complex. While hiring is picking up, it has lagged the 3.4% annualized rate of gross domestic product growth in the third quarter. Uncertainty stemming from the U.S.-Israeli war with Iran and the impact of AI on staffing needs have left some businesses hesitant to expand head count. The next consumer inflation report for October, scheduled for release next Tuesday, will provide further clues on the direction of monetary policy in early 2027.

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