US Private Payrolls Rise Just 38,000 in August as Manufacturing Sheds Jobs, ADP Says

The One Sector Keeping America's Job Market From Shrinking

By Smart Travel Finance Editorial Team · Published September 2, 2026 · 7 min read · Jobs Report · Labor Market · Federal Reserve Watch

Illustrative image generated for Smart Travel Finance. Not affiliated with the ADP Research Institute, Reuters, the Bureau of Labor Statistics, or any US government agency.

US private employers added just 38,000 jobs in August, missing economists' forecast of 48,000, according to the ADP National Employment Report released Wednesday. But run the numbers sector by sector and a sharper story appears: without one industry alone, education and health services, the country's private payrolls would have shrunk last month, not grown.

Key Takeaways
  • US private payrolls rose 38,000 in August, below the 48,000 economists expected, per ADP
  • Education and health services alone added 45,000 jobs — more than the entire month's net gain
  • Manufacturing shed 17,000 jobs; professional and business services lost 16,000
  • Factory orders jumped 0.9% in July, led by a 12.7% surge in civilian aircraft orders
  • Economists see no clear evidence AI is behind the hiring slowdown — tariffs and immigration policy are cited as bigger factors
  • The official BLS jobs report, due Friday, September 4, will show whether this ADP figure holds up — ADP has a mixed track record predicting that number
August Jobs Snapshot
Private Payrolls (ADP)
+38,000
Education & Health
+45,000
Manufacturing
-17,000
Factory Orders (July)
+0.9%

US private employment rose by 38,000 jobs in August, the ADP National Employment Report showed Wednesday, following an upwardly revised 46,000 gain in July. Economists polled by Reuters had forecast a rise of 48,000. The report, jointly developed with the Stanford Digital Economy Lab, arrives two days ahead of the Bureau of Labor Statistics' more comprehensive employment report for August, due Friday, September 4.

The sector breakdown tells most of the story. Education and health services payrolls climbed 45,000. Leisure and hospitality added 16,000, financial activities rose 6,000, and construction gained 12,000. On the other side, manufacturing shed 17,000 jobs, professional and business services lost 16,000, and Reuters reported additional, unspecified job losses in trade, transportation and utilities, as well as in information and natural resources and mining.

ADP vs. Forecast
38K vs. 48K
10,000 below consensus
Nonfarm Payrolls Forecast (Fri.)
+56,000
Rebound expected after -23,000 in July
Open Jobs per Unemployed Person
1.05
Little changed from June
Unemployment Rate Forecast
4.1%
Unchanged, per Reuters survey

The Math Reuters Didn't Run: One Sector Is Carrying the Entire Report

Education and health services added 45,000 jobs in August. Total private payroll growth for the entire US economy was 38,000. Put those two numbers side by side and the picture changes:

38,000 (total private payrolls) − 45,000 (education & health services alone) = −7,000

Strip out just that one sector, and US private payrolls would have shrunk by roughly 7,000 jobs in August rather than growing at all. Every other industry combined, leisure and hospitality, financial activities, construction, manufacturing, professional and business services, and the rest, netted out to a loss.

Calculation by Smart Travel Finance using sector figures disclosed in the ADP report as covered by Reuters. This comparison does not appear in the original article.

What's Actually Behind the Slowdown

Pantheon Macroeconomics' senior US economist Oliver Allen frames August's pickup as a partial recovery from a genuinely weak stretch earlier in the summer, cautioning that the broader slowdown in employment growth that set in this spring hasn't really reversed. In his reading, one healthier month doesn't undo the deceleration that's been building since spring.

Economists broadly describe the labor market as being in a "slow-hire, slow-fire" state — a holding pattern where companies aren't rushing to lay people off but also aren't rushing to hire. That momentum has cooled since a stronger stretch in the spring, following a year in which policy uncertainty, including sweeping US import tariffs, weighed on hiring decisions.

⚠ The Headwind Getting Less Attention Than Tariffs

Bill Adams, chief economist at Fifth Third Commercial Bank, expects nonfarm payrolls to actually drop by 25,000 in August when the official BLS number lands Friday — a sharply more pessimistic call than the Reuters survey consensus. He points to recent immigration policy changes as a specific drag on August hiring. Temporary Protected Status for hundreds of thousands of Haitians recently ended, stripping work authorization from a large pool of workers, and Reuters notes economists see this as a specific downside risk to Friday's report.

No, AI Isn't the Reason Hiring Is Slow — Not Yet, Anyway

Given how much AI investment dominates market headlines, it's worth being precise here: economists told Reuters there is no compelling evidence that rapid AI adoption is currently hindering job growth. Adams, for his part, sees immigration and trade-policy disruption as weighing more heavily on hiring right now than automation does. The professional and business services sector, the category most associated with white-collar automation exposure, did lose 16,000 jobs in August, but the source reporting attributes the broader slowdown to immigration policy and trade tensions, not automation, at least for now.

Factory Orders Rebounded, But Look at What's Actually Driving It

Separately, the Commerce Department's Census Bureau reported that factory orders increased 0.9% in July after a revised 0.2% drop in June, up 6.5% year over year. Manufacturing accounts for 9.4% of the US economy and is getting a tailwind from the broader AI infrastructure buildout, though the six-month US-Israeli war with Iran is straining supply chains and keeping input prices elevated. An Institute for Supply Management survey found manufacturers describing cost pressure tied to the war and to tariffs as a persistent frustration, even as new orders showed some strength.

The July rebound in factory orders was led by a 12.7% surge in orders for civilian aircraft and parts, a category notorious for large, lumpy swings tied to individual aircraft contracts rather than broad-based demand. Machinery orders rose 0.8% and motor vehicle bodies, parts, and trailers gained 0.4%. Orders for computers and electronic products actually dropped 1.1% for the month, despite being up 14.3% year over year.

More telling: non-defense capital goods orders excluding aircraft, a proxy economists watch closely for real business investment plans, were revised to flat in July rather than the previously reported 0.2% gain. Shipments of these core capital goods rose 1.2% instead of the initially estimated 1.4%. In other words, the headline 0.9% factory order gain leaned heavily on one volatile aircraft contract cycle, while the steadier measure of underlying business equipment spending barely moved.

SectorAugust 2026 ChangeDirection
Education & Health Services+45,000Gain
Leisure & Hospitality+16,000Gain
Construction+12,000Gain
Financial Activities+6,000Gain
Professional & Business Services-16,000Loss
Manufacturing-17,000Loss
Trade, Transportation & UtilitiesUnspecified lossLoss
Information, Natural Resources & MiningUnspecified lossLoss

Quantified gains above total 79,000; quantified losses total 33,000, implying a net of roughly 46,000. The actual reported total was 38,000, meaning the unspecified categories (trade/transportation/utilities and information/natural resources/mining) likely absorbed a combined loss of approximately 8,000 jobs not individually broken out in the source report. This gap calculation is a Smart Travel Finance estimate, not a Reuters figure.

Why This Report Carries Extra Weight for California Readers

Two parts of this data land differently in California than in most of the country. First, the state is home to a large share of the nation's aerospace and defense manufacturing base, including major contractors and suppliers concentrated around Southern California, meaning swings in civilian aircraft orders like July's 12.7% jump ripple through California's manufacturing employment more directly than in most states. Second, California's economy leans heavily on professional and business services and technology-adjacent employment, the same category that lost 16,000 jobs nationally in August, making the state more exposed to any continuation of that trend than the national average would suggest.

The immigration-policy headwind Adams flagged also lands unevenly. California's agriculture, hospitality, and construction sectors rely heavily on immigrant labor, so any nationwide hiring effect tied to work-authorization changes is unlikely to be felt equally everywhere, and California's exposure in these specific industries is higher than the national picture implies.

What This Article Is Not Saying

This is not a prediction of Friday's official BLS jobs report. ADP has a mixed historical track record as a predictor of the BLS's private payroll estimate, and forecasts among the economists cited here range from a 25,000 decline to a 56,000 gain for the same month. The sector-level math in this article uses figures disclosed in the ADP release as reported by Reuters; it does not predict layoffs at any specific company, nor does it constitute employment or financial advice. Whether the labor market's "slow-hire, slow-fire" pattern continues or shifts sharply in either direction after Friday is genuinely unresolved.

Visual Illustration: Understanding the August Jobs Data

This original illustration is based on the themes discussed in this article. It is for educational and illustrative purposes only and is not an official ADP, Reuters, BLS, or Federal Reserve graphic.

Illustrative financial comic created for Smart Travel Finance. Based on the themes discussed in this article; not an official ADP, Reuters, BLS, or Federal Reserve graphic.

Frequently Asked Questions

Why did US private payrolls miss expectations in August?

ADP reported private payrolls rose 38,000 in August, below the 48,000 economists forecast. Strength in education and health services was offset by job losses in manufacturing, professional and business services, and several other sectors.

Is the ADP report the same as the official government jobs report?

No. ADP's report is a separate, privately compiled measure developed with the Stanford Digital Economy Lab. The Bureau of Labor Statistics releases the more comprehensive, official employment report separately, and ADP has a mixed historical record of predicting that figure.

Is AI causing the hiring slowdown?

Economists told Reuters there is no compelling evidence that AI adoption is currently hindering job growth. They instead point to immigration policy changes and trade tariff uncertainty as more significant factors behind the slowdown.

Why did factory orders increase in July?

Factory orders rose 0.9% in July, led by a 12.7% surge in civilian aircraft and parts orders, a category known for large swings tied to individual contracts. A steadier measure of core business equipment orders, excluding aircraft, was flat for the month.

How could immigration policy affect the jobs numbers?

Temporary Protected Status for hundreds of thousands of Haitians recently ended, removing work authorization for many workers. Economists cited this, along with broader immigration enforcement, as a specific downside risk to upcoming employment reports.

Interactive · Not Financial Advice

The Jobs Report Verdict Meter

Answer 6 quick questions about how you read this month's labor market data. This is a reflection tool to help you organize your own thinking, not a prediction of Friday's official report.

1. One sector (education & health) carrying the entire month's job growth feels...
A sign of real underlying weakness Normal sector rotation, not alarming Irrelevant — total growth is still positive
2. Economists ruling out AI as a current cause of slow hiring makes you...
Skeptical — this could change quickly Reassured, but still watching Confident this narrative holds for a while
3. Forecasts for Friday's BLS report ranging from -25,000 to +56,000 seems...
A warning sign that no one really knows what's happening Normal uncertainty around a single data point Not worth overthinking either way
4. Factory orders jumping mostly due to aircraft orders strikes you as...
A misleading headline number Worth noting, but still a real gain Good news is good news, regardless of the driver
5. Immigration policy being cited as a bigger hiring headwind than AI feels...
Concerning for sectors that depend on that labor A factor worth watching, not panicking over Overstated relative to other economic forces
6. If you were job hunting right now, this data would make you...
More cautious about switching jobs or industries Cautiously optimistic, sector-dependent Not concerned at all
0%

This tool reflects your own reasoning back to you for educational purposes only. It does not predict the official BLS report and should never replace independent research or a licensed financial advisor.

Sources and methodology: This article is based on reporting by Lucia Mutikani for Reuters, edited by Paul Simao, published September 2, 2026: US private payroll growth slows in August; factory orders rebound in July. Smart Travel Finance calculated the sector-contribution gap (the "-7,000 without education & health" figure) and the ~8,000-job estimate for unspecified sector losses, neither of which appears in the original report.
Disclaimer: This article is for informational and educational purposes only and does not constitute financial, investment, or employment advice. Smart Travel Finance is not affiliated with ADP, the Stanford Digital Economy Lab, the Bureau of Labor Statistics, the Federal Reserve, or Reuters. Labor market data is subject to revision, and the official BLS report due Friday, September 4, 2026 may differ materially from the ADP figures discussed here. This article should be reviewed promptly after that release, and again within 60-90 days for broader labor market context.

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