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AI hits jobs in pockets
Unemployment holds
Nothing in the data points to AI reshaping the labor market at scale. US unemployment has hovered around 3.8 to 3.9 percent for years since COVID, and most developed markets sit at historically low levels too.
Where AI bites
The pockets where AI does bite are administrative and desk-based: clerks, accounting and finance clerks, marketing, design, content creation, and customer service in call centers or on chat.
Software development went the opposite way from what many expected. Even with AI that can write code, demand for developers has risen, because a great deal of automation is still waiting to be built. Business cases that were out of reach have come within reach with the productivity gains, so companies need more engineers.
How hiring recovers
Hiring is recovering in the order of a classic cycle. At the staffing firm Randstad, operational work in plants, distribution centers, and airports comes back first, with almost 20% growth in the United States, and professional staffing has returned to growth too. Jobs that involve working with people, like healthcare and hospitality, have driven much of the job growth of recent years and are minimally touched by AI.
Why would AI raise demand for software developers?
Economists call this the Jevons paradox. In 1865, William Stanley Jevons noted that more efficient steam engines led Britain to burn more coal, not less, because cheaper power found many new uses. When writing code gets cheaper, projects that never justified their cost start to pay off. The total amount of software wanted can then grow faster than the effort each piece takes.
Why are clerical jobs more exposed to AI?
Clerical work is mostly digital, text-based, and repetitive, which is the kind of input large language models handle best. A 2023 paper by researchers at OpenAI and the University of Pennsylvania estimated that around 80 percent of US workers could see at least a tenth of their tasks affected by these models. Jobs built on physical presence or on dealing with people face less of that exposure.
How is the unemployment rate measured?
In the United States, the Bureau of Labor Statistics runs a monthly survey of about 60,000 households called the Current Population Survey. A person counts as unemployed if they have no job, are available to work, and have looked for work in the past four weeks. The rate is the share of the labor force in that group. People who stopped searching are left out of the headline figure.
Why do staffing firms see recoveries first?
Employers tend to add temporary and contract workers before they commit to permanent hires. That makes staffing demand an early signal of a hiring cycle. Operational roles in plants and warehouses can be filled quickly, so they respond to orders almost immediately. Professional roles take longer to approve and to fill, so they usually follow.
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