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You can now see the odds of AI replacing your job
Driving the news: The Action Network, a sports media platform focused on odds, betting and analytics, created a tool that lets users enter their job title and see the odds it could be replaced by AI. * The tool suggests that desk-based digital work is most vulnerable, especially documentation-heavy roles. Communication and research jobs are also among the most vulnerable. * Physical and in-person jobs are safest, the analysis says. Zoom in: The tool relies on data from Anthropic research measuring how AI is used across workplace tasks. * Anthropic was not consulted for the tool, according to the Action Network. The site used Anthropic's data to create percentage-style probabilities to show the estimated likelihood that AI would replace a job. * The goal was to help readers interpret and compare different occupations. Friction point: Some research shows that AI speeds up work and makes people busier. Other analyses suggest it's leading to job displacement. Zoom out: Anxiety about AI's impact on jobs is fueling gambling websites and prediction markets where people bet on tech layoffs and the AI bubble. * "The playbook is extremely simple," says Nelson Chu, CEO of investment strategy company Percent. "Find whatever people are most afraid of, whether that's a war breaking out or AI replacing their livelihoods, and build a betting market around it." Case in point: More than $1.5 million has been bet on a Kalshi market over whether the "Citrini scenario" -- a doom-and-gloom scenario surrounding AI and the economy that stems from a long, speculative essay -- will happen. What we're watching: Tech leaders are at odds over how AI's rise will affect the workforce. * Nvidia CEO Jensen Huang says AI will create new jobs, particularly in infrastructure and skilled trades. But Anthropic CEO Dario Amodei has warned of a white-collar job bloodbath. The bottom line: No one knows exactly how AI will shape the job market -- but people are already betting on the outcome.
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Is Your Job AI-Proof? This New Tool Calculates Your Exact Odds of Being Replaced
Sports betting analytics company Action Network released a tool that estimates the odds of various jobs being replaced by AI. Users can search for one of 756 occupations that range from computer programmer and aerospace engineer to dancer and veterinarian. Results of the search show the "implied odds" that AI will replace the job, as well its ranking on the list and reasoning behind it. (Implied odds or implied probability is a metric used in sports betting that shows the percentage of a particular outcome in comparison to others, according to the publication Legal Sports Report.) Computer programmers, customer service representatives, and data entry keyers fill out the top three jobs most imperiled by AI, with implied odds of 45 percent, 42 percent, and 40 percent, respectively. The tool notes that "desk-based digital work" ranks so high because the roles "revolve around structured digital tasks AI can already help perform." Veterinarians, by contrast, rank 194th on the list with just 6 percent implied odds of AI replacement, because "the role relies on in-person care, physical procedures, and real-world decision-making that still requires human presence," according to the tool. The assortment of jobs at the bottom of the list that Action Network deems have zero percent implied odds of replacement include crossing guards, dental hygienists, psychologists, and bartenders.
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The Action Network launched a tool that calculates the likelihood of AI replacing job roles across 756 occupations. Computer programmers face 45% odds while desk-based digital work proves most vulnerable. Physical jobs like veterinarians and bartenders show minimal risk, highlighting the uneven job market impact as tech leaders remain divided on AI's workforce implications.
The Action Network, a sports media platform specializing in odds and analytics, has released an AI tool that allows users to search their job title among 756 occupations and discover the odds of AI replacing their job
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. The platform applies its betting analytics expertise to workplace anxiety, translating complex employment data into percentage-style probabilities that estimate the likelihood of AI replacing job roles across industries2
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Source: Axios
The tool displays results using implied odds, a metric borrowed from sports betting that shows the percentage of a particular outcome compared to others. Users receive not only their job's vulnerability ranking but also detailed reasoning explaining why certain roles face higher exposure to automation
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.Computer programmers top the vulnerability list with 45 percent implied odds of replacement, followed by customer service representatives at 42 percent and data entry keyers at 40 percent
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. The analysis suggests that desk-based digital work remains most susceptible because these roles revolve around structured digital tasks AI can already help perform. Documentation-heavy positions, along with communication and research jobs, rank among the most vulnerable categories1
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Source: Inc.
The tool relies on data from Anthropic research measuring how AI is used across workplace tasks, though Anthropic was not consulted for the tool's creation
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. The Action Network used this research to create percentage-style probabilities designed to help readers interpret and compare different occupations.Veterinarians rank 194th on the list with just 6 percent odds, as the role relies on in-person care, physical procedures, and real-world decision-making that still requires human presence
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. Jobs deemed to have zero percent implied odds of replacement include crossing guards, dental hygienists, psychologists, and bartenders. Physical jobs and in-person roles consistently show the lowest vulnerability, highlighting a clear divide between digital and physical labor in AI's impact on employment1
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.Related Stories
Anxiety about the job market impact is fueling gambling websites and prediction markets where people bet on tech layoffs and the AI bubble
1
. More than $1.5 million has been bet on a Kalshi market over whether the "Citrini scenario"—a speculative essay outlining doom-and-gloom predictions surrounding AI and the economy—will materialize1
."The playbook is extremely simple," says Nelson Chu, CEO of investment strategy company Percent. "Find whatever people are most afraid of, whether that's a war breaking out or AI replacing their livelihoods, and build a betting market around it"
1
.Tech leaders remain at odds over how AI's rise will affect the workforce. Nvidia CEO Jensen Huang says AI will create new jobs, particularly in infrastructure and skilled trades. Meanwhile, Anthropic CEO Dario Amodei has warned of a white-collar job bloodbath
1
. This disagreement reflects broader uncertainty about whether AI speeds up work and makes people busier or leads to job displacement, with research supporting both perspectives1
. No one knows exactly how AI will shape the job market, but the emergence of tools that calculates your exact odds of being replaced demonstrates how deeply workforce concerns have penetrated public consciousness.Summarized by
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