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On Tue, 3 Dec, 4:03 PM UTC
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GenAI comes for jobs once considered 'safe' from automation
Specialty in cognitive non-routine tasks means high-skilled city workers affected Jobs in geographical areas and scope once thought to be at low risk of automation are soon to be the most affected by generative AI, according to the Organization for Economic Co-operation and Development (OECD). "Generative AI will transform many jobs, but its impact will be greatest in regions that have been least exposed to past waves of automation," the OECD stated in its Job Creation and Local Economic Development 2024 report, released late last week. The impact of generative AI on the roles will be even greater and more wide-sweeping than it was for previous automated technologies, the report said. Previously, automation affected more rural and manufacturing jobs, but generative AI's specialty lies in cognitive non-routine tasks, meaning it will affect more high-skilled workers and women than previous automation technologies. This also means its impact will be seen in metropolitan areas, where these roles are typically based. The OECD puts out a version of this report annually, reflecting major changes and disruptions in the job market for that year. The 2024 report focused on the geography of generative AI, while the 2023 version focused on examining the landscape of green jobs. The latest report measured the impact of generative AI by how much of workers' tasks could become at least 50 percent faster through its use. Currently, this applies to 25 percent of the labor market in OECD countries and 20 percent of these staffers' tasks. This number is expected to grow as the technology matures - to a point where up to 70 percent of these employees could have half of their tasks done at least 50 percent faster with generative AI. The industries most exposed are education, ICT, and finance. But just because a job is "affected" by generative AI doesn't mean the role itself will go away. In the past decade, automation has not led to widespread employment declines and it boosted productivity. Regions with higher risk of automation experienced a 5.6 percent increase in labor productivity over five years. While there have been some job losses, most regions have experienced a surplus in job creation, though these jobs may not directly benefit those displaced by automation. Whether AI will help or hinder a workforce is all in how the technology is applied. For example, it can help unlock untapped talent in low-skilled workers or make once inaccessible jobs achievable for those with disabilities, noted the OECD. AI can be used to supplement workers where feasible, which can ease labor shortages and the effects of an aging workforce. Solving those problems effectively with automation and generative AI will require policies across all member regions, the OECD stated. "Targeted programs should focus on addressing place-specific obstacles, whether they relate to a region's attractiveness to workers and capital, the quality of regional education and training systems, or regulatory frameworks," it concluded. ®
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AI reckons it can do all jobs, even those thought previously 'safe'
Experts are calling for more detailed policies to protect displaced workers Although early concerns that AI could replace human workers have largely been squashed, every now and then we hear of another study that says otherwise, and OECD's Job Creation and Local Economic Development 2024 report certainly gives that impression. The report explores how cognitive non-routine tasks, such as those performed by highly-skilled professionals, are increasingly within the scope of AI. Up until now, low-skilled, repetitive and administration tasks have been most affected by the technology, which has the power to process huge amounts of data very quickly to get routine tasks done. Unlike earlier automation trends that primarily impacted manufacturing and automotive roles, generative AI is now promising to change roles in education, finance and IT. The study found that GenAI already affects around a quarter of jobs, but OECD doesn't seem too concerned about AI actually replacing human workers. Instead, the study likens the emerging tech to automation, which actually led to a net creation of jobs despite some being lost for good. OECD's report also suggests that AI could be used to tackle the ongoing skills shortage by increasing accessibility to those who might not have previously been able to undertake certain roles. Looking ahead, OECD says that the "uneven recovery" seen post-pandemic cannot repeat itself as AI progresses. It calls for more effective collaboration between the public and private sectors to create policies that advocate workers' rights and to invest in upskilling and reskilling initiatives. The study calls specifically for policies that identify opportunities where AI can drive regional growth, build awareness of AI's benefits for workers and employers, improve the uptake of AI tools across small businesses, establish frameworks to control AI risks and provide tailored support for displaced workers.
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The OECD's latest report reveals that generative AI is set to significantly impact high-skilled jobs in metropolitan areas, challenging previous assumptions about automation's effects on the workforce.
The Organization for Economic Co-operation and Development (OECD) has released its Job Creation and Local Economic Development 2024 report, highlighting the transformative potential of generative AI on jobs previously considered safe from automation 1. Unlike earlier waves of automation that primarily affected rural and manufacturing jobs, generative AI's specialty in cognitive non-routine tasks is expected to have a more significant impact on high-skilled workers and women in metropolitan areas 1.
The report measures the impact of generative AI by assessing how much of workers' tasks could become at least 50 percent faster through its use. Currently, this applies to 25 percent of the labor market in OECD countries, affecting 20 percent of these workers' tasks 1. As the technology matures, up to 70 percent of employees could have half of their tasks completed at least 50 percent faster with generative AI 1.
The industries most exposed to the impact of generative AI are:
While the report highlights potential job disruptions, it also notes that automation has not led to widespread employment declines in the past decade. In fact, regions with a higher risk of automation experienced a 5.6 percent increase in labor productivity over five years 1. The OECD suggests that AI could help unlock untapped talent in low-skilled workers and make previously inaccessible jobs achievable for those with disabilities 1.
To address the challenges and opportunities presented by generative AI, the OECD recommends:
Additionally, the report calls for more effective collaboration between public and private sectors to create policies that advocate for workers' rights and invest in upskilling and reskilling initiatives 2.
The OECD emphasizes the need for careful implementation of AI technologies to ensure they supplement rather than replace workers. This approach could potentially ease labor shortages and mitigate the effects of an aging workforce 1. The organization stresses the importance of avoiding an "uneven recovery" as AI progresses, similar to what was observed post-pandemic 2.
As generative AI continues to evolve, its impact on the job market is expected to grow. While it presents challenges, particularly for high-skilled workers in metropolitan areas, it also offers opportunities for increased productivity and accessibility in the workforce. The key to harnessing its potential lies in developing comprehensive policies and fostering collaboration between various stakeholders to ensure a smooth transition in the changing landscape of work.
Reference
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The World Economic Forum's Future of Jobs Report 2025 predicts that AI could create 170 million new jobs while eliminating 92 million, resulting in a net increase of 78 million jobs globally by 2030. The report also highlights the changing skill demands and the need for workforce adaptation in the face of AI advancements.
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Recent research challenges the notion that AI will replace human workers, suggesting instead that it could catalyze a skills revolution and enhance human capabilities in the workplace.
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Major tech companies warn that artificial intelligence will significantly impact the majority of Information and Communications Technology (ICT) jobs. They emphasize the critical need for workforce upskilling to adapt to this rapid technological change.
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Anthropic's new Economic Index analyzes AI usage across industries, showing software engineering and technical writing as top adopters, while highlighting AI's role in augmenting rather than replacing human work.
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A comprehensive look at the adoption of generative AI in organizations, highlighting trends, challenges, and strategies for successful implementation and scaling.
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