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Reverse Engineering The August Jobs Report Page 1 of 2 The easiest way to understand August is to imagine a restaurant that normally hires 100 temporary workers every summer and lets all 100 go when summer ends. The seasonal model knows August usually means roughly 100 workers disappear, so it removes that expected decline when judging the month. Now imagine the economy is weak. The restaurant never hires 100 summer workers because management is cautious. It hires only 25. August arrives and those 25 leave. The restaurant actually lost 25 workers. But the model expected it to lose 100. Relative to that expectation, employment performed 75 better than normal. The adjusted data can therefore show something resembling +75 even though the business actually lost workers. That is the key to understanding August 2026. The Two Versions Of The Labor Market Total nonfarm payrolls rose about 154,000 before seasonal adjustment and +162,000 afterward. So the entire headline was not manufactured. But underneath the total, the composition changed dramatically. Private payrolls fell about 173,000 raw but became +127,000 adjusted. Government payrolls rose roughly 327,000 raw, largely as school employees returned, but became only +35,000 adjusted. So +162,000 does not mean 162,000 additional people simply walked into new jobs. It is an estimate of how employment performed relative to what normally happens in August. Restaurants Show The Mechanism Perfectly Food services went from 12.6165 million raw payroll jobs in July to 12.6158 million in August. Actual change −700 Seasonally adjusted change +59,200 Effective seasonal lift +59,900 Restaurants did not literally hire 59,200 net new workers. The model effectively judged them as performing about 60,000 better than the normal August pattern. That can be legitimate if restaurants still normally lose roughly 60,000 workers every August. But if restaurants now operate permanently leaner, hire fewer teenagers, use more technology and never rebuild the seasonal workforce they once carried, then the expected August drop may be too large. The model could be rewarding restaurants for layoffs that were never going to happen. Leisure Was Even More Extreme Leisure and hospitality actually lost about 91,000 workers raw. The adjusted series showed +62,000. That is an effective transformation of roughly +153,000. Again, the sector did not experience a hiring boom. It lost workers, just fewer than the seasonal model expected. The World Cup also made 2026 an unusual summer for hotels, restaurants, entertainment, security and transportation. But an even bigger issue may be late cycle behavior. If businesses stayed understaffed all summer, August cannot produce the traditional giant seasonal layoff because the traditional giant seasonal hiring wave never happened. Weak summer hiring can therefore create an unusually strong adjusted August later. Continue to page 2…scroll down.
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