• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Trendingnow

1

Pentagon accuses Alibaba, Baidu and BYD, three of China's biggest companies, of supporting the Chinese military

2

'We are rapidly running out of time': Watchdog sounds Social Security alarm after 22% cut confirmed for 2032

3

Costco CEO Ron Vachris rose from forklift driver to the C-suite without a college degree: ‘Don’t chase a title’ is the career advice that got him there

1

Pentagon accuses Alibaba, Baidu and BYD, three of China's biggest companies, of supporting the Chinese military

2

'We are rapidly running out of time': Watchdog sounds Social Security alarm after 22% cut confirmed for 2032

3

Costco CEO Ron Vachris rose from forklift driver to the C-suite without a college degree: ‘Don’t chase a title’ is the career advice that got him there
LeadershipAI

The unexpected sign that AI may soon take your job: Higher pay

By
Lila MacLellan
Lila MacLellan
Former Senior Writer
Down Arrow Button Icon
By
Lila MacLellan
Lila MacLellan
Former Senior Writer
Down Arrow Button Icon
February 12, 2024, 10:18 AM ET
A woman checks documents in her modern office.
Rising pay could signal that your job industry is within AI’s reach.Getty Images

Anxious workers concerned that generative AI and sophisticated robots will one day endanger their job of choice should watch for a counterintuitive sign: rising wages. 

As implausible as that sounds, the theory is backed by data from past eras when seismic technological innovations wiped out entire occupations, say economists behind a recent National Bureau of Economic Research paper. 

The researchers found that when it’s commonly believed that a particular job category soon won’t exist, that field begins shedding employees. Some people make the jump to other professions, and predictably, fewer workers enter the doomed job category. That leads to a supply crunch for employers, who are in turn required to pay a premium—or what the study authors dub an “obsolescence rent”—to the role’s holdouts. 

Costas Cavounidis, an associate professor at the University of Warwick who led the study, says today’s employees should refrain from jumping to conclusions about the health of an occupation based on its wages. When a major technological shock is expected, rising pay doesn’t always mean that a job category is growing. 

The study also holds implications for business leaders, who should begin preparing for labor shortages that will mark what the study authors call the “anticipatory dread” stage of a job’s demise, otherwise known as the yearslong period when it appears that a technological revolution will eradicate a job role.

“The strategic firm right now would be hoarding labor in occupations that they expect will not be able to hire people in the future,” says Cavounidis. “I expect that in the medium term, it will be really hard to hire folks in particular occupations because of the threat of automation.” 

Cavounidis’s group came to these conclusions after examining wage data for early 20th-century teamsters, men who once drove teams of horses pulling wagons with commercial cargo. Motorized vehicles wouldn’t completely replace horse-drawn wagons until after the First World War, but signs that engines were the future were apparent by 1910.

The threat of engine-driven trucks led to an increase in age among teamsters as younger workers avoided the job and those already in it sought safer occupations, including as truck drivers. The researchers presume that older workers stuck around because they’d be retired or close to retiring by the time newfangled motorized trucks drastically cut demand for their services. With the pool of available teamsters dwindling, wages naturally rose. 

In short, leading horse-drawn delivery wagons in the final days before trucks took over would have been a lucrative job—but only until it evaporated completely. 

The researchers found similar patterns in other jobs that were made redundant by technology. In their review of the history of dressmaking just before the rise of garment-making factories, they saw the same age-related shifts in the labor market.

Today’s truck drivers are also facing the threat of job loss to self-driving vehicles, Cavounidis notes, so it’s reasonable to assume that some wage increases and driver shortages are connected to a widespread fear of autonomous trucks. Today, he adds, “this job is not attracting young folks, and that may well be because the young folks don’t think the job will be there for very long.”  

Cavounidis explains that he took on this study amid debate about AI and the need for job retraining to see how workers respond to worries about the future. More important, he notes that his team’s findings are tied to widespread speculation about a job’s fate and not whether there was any truth to predictions about a major tech-driven extinction event. Many of our biggest fears about AI may still prove to be unfounded, but they will still impact workers. Then again, if AI ends up stealing jobs very rapidly, there will be no adjustment period or “obsolescence rent,” Cavounidis says. 

Ultimately, the scholars hope their work will inform government policies that can help protect workers in a rapidly changing job landscape. “We can’t tell you who’s at risk,” he says, “but I hope we might shed some light on what you should do once you’ve detected this risk.”

Do you have insight to share? Got a tip? Contact Lila MacLellan at lila.maclellan@fortune.com or through secure messaging app Signal at 646-820-9525.

About the Author
By Lila MacLellanFormer Senior Writer
LinkedIn icon

Lila MacLellan is a former senior writer at Fortune, where she covered topics in leadership.

See full bioRight Arrow Button Icon

Latest in Leadership

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in Leadership

Xbox CEO Asha Sharma
SuccessCareers
Xbox’s CEO spent her early career taking out trash and selling coupon books—she says the secret to her rise was never obsessing over a dream career
By Preston ForeJune 10, 2026
3 hours ago
Boris Cherny, Head of Claude Code
SuccessHiring
The architect behind Claude Code reveals the three things Anthropic looks for in a good hire—and why people with low ego are a must
By Emma BurleighJune 10, 2026
3 hours ago
Meryl Streep says she was ‘ready to retire’ when the call for ‘Devil Wears Prada 2’ came—so she demanded they double her salary or nothing
SuccessThe Promotion Playbook
Meryl Streep says she was ‘ready to retire’ when the call for ‘Devil Wears Prada 2’ came—so she demanded they double her salary or nothing
By Orianna Rosa RoyleJune 10, 2026
4 hours ago
knicks
SuccessNew York
‘Knicks in 6. 2026 NBA Finals’: Why did this New Yorker make a prophecy in his 2020 high school yearbook?
By Philip Marcelo and The Associated PressJune 10, 2026
4 hours ago
platner
PoliticsElections
Graham Platner easily prevails over attempts to derail progressive Senate candidacy in Maine
By Patrick Whittle, Kimberlee Kruesi and The Associated PressJune 10, 2026
4 hours ago
Businesswoman working at desk with laptop and documents in office
NewslettersCFO Daily
Finance teams can’t quit Excel. Workday wants to change that with AI
By Sheryl EstradaJune 10, 2026
6 hours ago

Most Popular

Pentagon accuses Alibaba, Baidu and BYD, three of China's biggest companies, of supporting the Chinese military
Asia
Pentagon accuses Alibaba, Baidu and BYD, three of China's biggest companies, of supporting the Chinese military
By Kate O'Keeffe and BloombergJune 8, 2026
2 days ago
'We are rapidly running out of time': Watchdog sounds Social Security alarm after 22% cut confirmed for 2032
Economy
'We are rapidly running out of time': Watchdog sounds Social Security alarm after 22% cut confirmed for 2032
By Nick LichtenbergJune 9, 2026
1 day ago
Costco CEO Ron Vachris rose from forklift driver to the C-suite without a college degree: ‘Don’t chase a title’ is the career advice that got him there
Success
Costco CEO Ron Vachris rose from forklift driver to the C-suite without a college degree: ‘Don’t chase a title’ is the career advice that got him there
By Preston ForeJune 8, 2026
2 days ago
Current price of oil as of June 9, 2026
Personal Finance
Current price of oil as of June 9, 2026
By Joseph HostetlerJune 9, 2026
1 day ago
Current price of silver as of Tuesday, June 9, 2026
Personal Finance
Current price of silver as of Tuesday, June 9, 2026
By Joseph HostetlerJune 9, 2026
1 day ago
Wall Street dumped nearly $1 trillion in tech stocks by midday—then clawed it back and bought peanut butter and paint
Investing
Wall Street dumped nearly $1 trillion in tech stocks by midday—then clawed it back and bought peanut butter and paint
By Eva RoytburgJune 9, 2026
20 hours ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.