Big structural shifts have destroyed jobs in some industries and created jobs in others.
By Wolf Richter for WOLF STREET.
AI is the latest of the disruptors, and the biggest since the internet and computerization of everything, that have triggered structural changes across the industries that span the US economy.
Automation has been a disruptor for many decades and is now everywhere, and it continues to advance to new levels.
Globalization was another big disruptor. It created a “giant sucking sound” of manufacturing plants – Ross Perot’s unforgettable phrase about what NAFTA would do and ended up doing – and those plants are now elsewhere, and the US imports their stuff, and has become dependent on their stuff.
Disruptors like these create shifts in employment, with job destruction in some industries, and job creation in other industries.
Then there are disruptors, such as the Housing Bust, that slam specific industries, such as construction, real-estate brokering, and mortgage lending, leading to job destruction in those industries, without any job creation elsewhere, followed by recoveries.
We can see some of those shifts in the nonfarm payrolls data, released today by the Bureau of Labor Statistics (our discussion of the overall employment data is here).
The jobs in each industry are defined by work location. The primary activity at that facility determines the industry category (by NAICS code). For example, a job at an Amazon fulfillment center falls under “Transportation and warehousing,” not “Retail” and not “Information.”
Manufacturing in the US is synonymous with a drive for ever greater automation to reduce the costs and issues associated with human labor, and manufacturers invest massively to replace human labor. As a result, the manufacturing jobs that are left today require higher skills, often degrees, and include tech jobs.
Automation and globalization were driven to the next level during the Great Recession, and employment in manufacturing plunged. A large factor were the auto industry’s component makers that filed for bankruptcy in the US and opened shop in China and Mexico; and the automakers themselves that shifted more production to Mexico.
Recently, production has been in expansion mode, driven by automation, not employment of humans. But this year, even employment has been increasing.
- Total employment: 12.65 million
- Month-to-month: +9,000
- 3-month growth: +44,000
- 12-month growth: +40,000

Employment in construction, from single-family housing and highways to powerplants and AI data centers, is subject to different dynamics. The office sector has been in a depression since 2020. Housing construction, single-family and multifamily, got hit by a decline in demand and a pileup of supply. But construction in other sectors has been solid. And construction of data centers, factories, and power plants has been booming amid reports of shortages of skilled labor, such as electrictians.
- Total employment: 8.36 million
- Month-to-month: +11,000
- 3-month growth: +45,000
- 12-month growth: +109,000

Professional and business services is a huge category that includes jobs in tech, AI, and social media, and it includes government contractors that lost their contracts with the federal government in 2025.
It consists of facilities that work primarily in Professional, Scientific, and Technical Services; Management of Companies and Enterprises; Administrative and Support, and Waste Management and Remediation Services.
The increasing use of AI may have been responsible for some job losses, but there has also been some AI-related hiring.
The explosion of employment in 2021 and 2022 is now widely acknowledged as over-hiring that companies then cleaned up. The low point was in October 2025.
- Total employment: 22.48 million
- Month-to-month: -9,000
- 3-month growth: -20,000
- 12-month growth: +123,000

AI has slammed these activities for several years, including in the video and motion-picture industry, and in software publishing, where AI has taken over a lot of skilled human labor.
Over-hiring during the pandemic and the cleanup afterwards has also slammed this industry.
Employment in this industry has fallen to the lowest level since 2015. That industry previously got crushed during the Dotcom Bust that started in 2000.
But note, this doesn’t mean that all these people are unemployed. Many shifted to work locations with a different NAICS code and are now in Scientific and professional services or other industries, doing similar work as before.
- Total employment: 2.74 million
- Month-to-month: -10,000
- 3-month growth: -24,000
- 12-month growth: -120,000

Healthcare and social assistance:
- Total employment: 23.96 million
- Month-to-month: +23,000
- 3-month growth: +71,000
- 12-month growth: 520,000

Leisure and hospitality (restaurants, bars, lodging, resorts, casinos, etc.) experienced some World Cup ripples over the summer.
- Total employment: 16.96 million
- Month-to-month: +10,000
- 3-month growth: +9,000
- 12-month growth: 62,000

Retail trade includes workers at brick-and-mortar retail stores, such as malls, auto dealers, grocery stores, gas stations, etc., and other retail locations such as markets.
It does not include ecommerce tech jobs, drivers, and warehouse employees.
The brick-and-mortar portion of this industry first got slammed by the Great Recession, and then by ecommerce. Since 2016, dozens of major retail chains have been liquidated in bankruptcy court, some of which we’ve documented in our Brick-and-Mortar Meltdown series. Innumerable malls have turned into zombie malls, and many are getting bulldozed and redeveloped into housing and mixed use, which is exciting to see.
The brick-and-mortar retailers that are still doing well are those that are selling gasoline, cannabis products, groceries, and motor vehicles.
But this year, brick-and-mortar retailers gained jobs.
- Total employment: 15.48 million
- Month-to-month: +6,000
- 3-month growth: +6,000
- 12-month growth: 27,000.

Financial activities include finance and insurance, mortgage lending and brokering, and real estate renting, leasing, buying, selling, and management. It’s the real-estate related jobs that have gotten crushed and pulled down the whole category – more in a moment.
- Total employment: 9.08 million
- Month-to-month: -7,000
- 3-month growth: -26,000
- 12-month growth: -107,000.

The real estate portion of financial activities: Employment in residential real estate brokering, mortgage lending, and mortgage brokering has gotten crushed over the past four years as sales of existing homes have plunged by about 25%, purchase mortgage lending has plunged by about 35%, and mortgage refinancing has collapsed. In addition, some portions of commercial real estate have been in a depression.
For example, jobs at nonbank real estate lenders – the largest residential mortgage lenders in the US are in this group – have collapsed by 39% since the peak of Housing Bubble 2 in June 2021.

Transportation and Warehousing has essentially flatlined at high levels since 2022.
- Total employment: 6.61 million
- Month-to-month: +8,000
- 3-month growth: +21,000
- 12-month growth: -10,000.

Wholesale Trade:
- Total employment: 6.08 million
- Month-to-month: +5,000
- 3-month growth: +19,000
- 12-month growth: +27,000.

“Other services” include equipment and machinery repairing; promoting or administering religious activities; grantmaking; advocacy; dry-cleaning and laundry services; personal care services; death care services; pet care services; temporary parking services; and dating services.
- Total employment: 6.04 million
- Month-to-month: +6,000
- 3-month growth: +15,000
- 12-month growth: +34,000.

Arts, Entertainment, and Recreation:
- Total employment: 2.66 million
- Month-to-month: +3,000
- 3-month growth: -7,000
- 12-month growth: -43,000.

Utilities have a big economic impact with a relatively small workforce. And they’ve been on a hiring boom since 2021 when the AI infrastructure buildout and the factory construction boom demanded large amounts of electrical power at new locations.
- Total employment: 612,000
- Month-to-month: +500
- 3-month growth: +4,000
- 12-month growth: +10,000.

Government jobs.
The federal government has shed 328,000 civilian jobs, or 11% of its payrolls, since January 2025, not including the workers at government contractors that lost their contracts; they’re in private-sector categories, such as in “Professional and business services.”
Civilian employment at the federal government now accounts for just 1.69% of total nonfarm payrolls, the lowest in the data going back to 1939.
- Total employment: 2.68 million.
- Month-to-month: -1,000
- 3-month growth: -3,000
- 12-month growth: -232,000
- Since January 2025: -328,000 or -11%.

State governments have shed 53,000 employees since January 2025. Huge state university systems are the largest employers in state government, and they’re having enrollment problems.
- Total employment: 5.47 million.
- Month-to-month: -1,000
- 3-month growth: -3,000
- 12-month growth: -25,000
- Since January 2025: -53,000.
Employment at state governments accounted for 3.4% of total nonfarm payrolls, roughly the same as in 2019, and down from 3.7% 20 years ago.

Local governments lost a lot of teachers during the pandemic when they shut down their schools and then had trouble hiring them back. Local government jobs are mostly in education from preschool across all grades to community colleges and trade schools; in healthcare; and in law enforcement and first-responders.
Local government jobs accounted for 9.5% of total nonfarm jobs, down from 10.5% two decades ago.
- Total employment: 15.17 million.
- Month-to-month: -13,000
- 3-month growth: -18,000
- 12-month growth: +41,000

In case you missed it: Private Sector Employers Created 46,000 Jobs, Governments Shed 17,000 Jobs
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