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

Women will be more likely to be forced to switch occupations than men because of A.I. wave

By
Rich Miller
Rich Miller
and
Bloomberg
Bloomberg
Down Arrow Button Icon
By
Rich Miller
Rich Miller
and
Bloomberg
Bloomberg
Down Arrow Button Icon
July 26, 2023, 5:56 AM ET
Technician programming human robot through tablet PC at workshop
The McKinsey Global Institute said that at least 12 million workers in the US will need to change occupations by the end of 2030Getty

Women have more to worry about than men from a coming wave of automation and artificial intelligence that could replace almost a third of hours worked across the US economy.

Recommended Video

That’s one of the takeaways from a new report by the research arm of consultants McKinsey & Co. that examines US labor-market trends through the end of 2030. 

It calculated that women are 1.5 times more likely to need to move into a new occupation than men during that period. The reason: They’re over-represented in the industries with lower-wage jobs the report reckons will be most impacted by automation, including office support and customer service. Blacks and Hispanics will also be adversely affected as demand for food and production workers shrinks.

In all, the McKinsey Global Institute said that at least 12 million workers in the US will need to change occupations by the end of 2030. Some of that turnover will stem from the drive for net-zero emissions, which will disrupt millions of jobs.  

What’s concerning, said Institute director Kweilin Ellingrud, is that the churn will be concentrated among low-wage workers. They’re up to 14 times more likely to need to change occupations than those in the highest-wage positions, and most will need additional skills to do so successfully.

White-collar workers – everything from lawyers and teachers to financial advisers and architects — will be among those most affected by the spread of generative artificial intelligence such as OpenAI’s ChatGPT, according to the report. But McKinsey argued that will largely result in changes in how those jobs are carried out, rather than in the destruction of huge swathes of positions.

It “probably won’t be that kind of catastrophic thing,” institute partner Michael Chui said. But “it is going to change almost every job.”

Some 3.5 million positions could be wiped out as the US seeks to end emissions of greenhouse gases, with workers in oil and gas production and automotive manufacturing taking the hit, according to the report. 

But McKinsey argued that will be more than offset – to the tune of about 700,000 jobs — by gains stemming from the build-up of renewable energy, primarily though capital investments in new plants, charging stations and the like.  

The energy transition, coupled with stepped-up government spending on infrastructure, will increase demand for construction workers who are already in short supply. McKinsey sees construction employment growing 12% from 2022 through 2030.

If the reshuffling of jobs in coming years is handled correctly, it could result in a huge increase in US productivity and prosperity, according to the institute. In what Ellingrud admitted was a “pretty optimistic” scenario, the report posits an eventual rise in annual productivity growth to 3% to 4%. It’s about 1% now.

To get there, though, “the US will need workforce development on a far larger scale,” McKinsey said.

Join us at the Fortune Workplace Innovation Summit May 19–20, 2026, in Atlanta. The next era of workplace innovation is here—and the old playbook is being rewritten. At this exclusive, high-energy event, the world’s most innovative leaders will convene to explore how AI, humanity, and strategy converge to redefine, again, the future of work. Register now.
About the Authors
By Rich Miller
See full bioRight Arrow Button Icon
By Bloomberg
See full bioRight Arrow Button Icon

Latest in Tech

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 Tech

Trump’s AI policy team came into office opposing everything Biden did. Now it’s on the cusp of implementing many of the same policies
CryptoWashington
Trump’s AI policy team came into office opposing everything Biden did. Now it’s on the cusp of implementing many of the same policies
By Sharon GoldmanMay 6, 2026
10 hours ago
The ‘PayPal Mafia’ built a $1.5 billion fintech pioneer. The company they left behind is on life support
Startups & VentureSilicon Valley
The ‘PayPal Mafia’ built a $1.5 billion fintech pioneer. The company they left behind is on life support
By Eva RoytburgMay 6, 2026
11 hours ago
Mark Zuckerberg once gave a Facebook engineer startup advice at 2 a.m. while ‘hanging out with all the interns’—she quit and raised millions after
SuccessMark Zuckerberg
Mark Zuckerberg once gave a Facebook engineer startup advice at 2 a.m. while ‘hanging out with all the interns’—she quit and raised millions after
By Orianna Rosa RoyleMay 6, 2026
11 hours ago
goldman
Investingdisruption
‘FOMO has proven a stronger incentive than poor stock performance’: Goldman Sachs finds insecurity is a key part of the AI boom
By Nick LichtenbergMay 6, 2026
11 hours ago
How Wyndham scales AI to improve hospitality at 8,400 hotels
NewslettersCIO Intelligence
How Wyndham scales AI to improve hospitality at 8,400 hotels
By John KellMay 6, 2026
11 hours ago
donald trump
EconomyDebt
AI could solve America’s $39 trillion debt crisis—but only if Washington abandons displaced workers, Yale Budget Lab warns
By Jake AngeloMay 6, 2026
11 hours ago

Most Popular

A Michigan farm town voted down plans for a giant OpenAI-Oracle data center. Weeks later, construction began
Magazine
A Michigan farm town voted down plans for a giant OpenAI-Oracle data center. Weeks later, construction began
By Sharon GoldmanMay 6, 2026
22 hours ago
Tokyo is throwing out its strict office dress code and asking workers to wear shorts amid the war in Iran energy crisis
Success
Tokyo is throwing out its strict office dress code and asking workers to wear shorts amid the war in Iran energy crisis
By Emma BurleighMay 5, 2026
2 days ago
Economists have found an answer to slowing cognitive decline: avoid retiring early, study finds
Economy
Economists have found an answer to slowing cognitive decline: avoid retiring early, study finds
By Sasha RogelbergMay 5, 2026
2 days ago
Mark Zuckerberg once gave a Facebook engineer startup advice at 2 a.m. while 'hanging out with all the interns'—she quit and raised millions after
Success
Mark Zuckerberg once gave a Facebook engineer startup advice at 2 a.m. while 'hanging out with all the interns'—she quit and raised millions after
By Orianna Rosa RoyleMay 6, 2026
11 hours ago
Dario Amodei spent last year warning of an AI white-collar bloodbath. Now he's changing the narrative
Economy
Dario Amodei spent last year warning of an AI white-collar bloodbath. Now he's changing the narrative
By Nick LichtenbergMay 5, 2026
1 day ago
AI could solve America's $39 trillion debt crisis—but only if Washington abandons displaced workers, Yale Budget Lab warns
Economy
AI could solve America's $39 trillion debt crisis—but only if Washington abandons displaced workers, Yale Budget Lab warns
By Jake AngeloMay 6, 2026
11 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.