Anthropic has released a new research paper explaining how it plans to collect real-world data to better understand AI’s impact on the labor market. However, this effort may only be the beginning of a much broader initiative.
According to the company behind Claude, the data could be particularly valuable for researchers and policymakers who want to use these insights to protect workers from potential job displacement in the future. The study looks at factors such as the difference between theoretical and actual AI adoption across different professions, which jobs are most exposed to AI, and how exposure varies between industries.
Studying which jobs could be affected by AI
Anthropic emphasizes that the research is not intended to simply warn about job losses. Instead, it could help organizations identify areas where employees may need additional training or new skills to adapt to the changing workplace.
Despite ongoing concerns about AI replacing workers, early findings suggest that widespread job losses have not yet occurred, even with the rapid rise of chatbots and AI-powered coding tools. Anthropic believes AI is currently being used more to support and enhance human work rather than fully replace it.
One dataset presented in the research compares potential AI coverage across occupations with the actual level of AI use. Jobs in management, business and finance, computer science and mathematics, life and social sciences, law, arts and media, and administrative work appear most likely to be affected. However, the real-world adoption of AI in these fields is still several times lower than the theoretical estimates.
That said, some shifts are already emerging. Hiring has slowed in certain sectors as companies remain uncertain about how AI will reshape their operations, particularly when it comes to entry-level positions.
Looking ahead, Anthropic suggests further research into how new graduates are adapting to changing hiring trends. With more data and broader context, it may become clearer whether graduates are finding opportunities in other areas even as traditional entry-level roles begin to decline.
