Job creation resumed climbing after two late-summer hurricanes hit the economy, albeit at a slower rate than expected, according to the Labour Department's key monthly employment report.
But upward revisions to job creation in August and September meant the storms caused less damage than originally feared, making for an upbeat report.
Still, the data also showed a shrinking labour force and confirmed job creation in 2017 has lagged behind the last year of the Obama administration.
Employers added 261,000 net new positions as businesses reopened in the wake of Hurricanes Harvey and Irma, although economists had forecast a rebound of 300,000 new jobs.
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But the data for September turned out not be as bad as initially reported, with 18,000 new jobs created, rather than a loss of 33,000 positions. Together with the upward revision for August, an additional 90,000 jobs were added for those two months.
The results generally showed US labour markets in good health, easily bouncing back from the storms that idled the US energy hub in southeast Texas and forced millions of Floridians to flee their homes.
Trump tweeted out a celebratory message on the report: "JOBS, JOBS, JOBS!"
Nevertheless, average monthly job creation now stands at 169,000 so far this year, significantly below the 192,000 monthly average recorded through October of last year.
The labour force participation rate also fell 0.4 points to 62.7 per cent and the employment-to-population ratio shrank 0.2 points to 60.2 per cent -- suggesting the fall in unemployment may partly reflect a dip in the size of the work force as well as job creation.