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Goldman Sachs: AI hiring slump disproportionately affects junior white-collar roles

Created at 19 Aug · 3:06 PM1 source↑ Market-relevant
IN SHORT

Goldman Sachs research indicates that AI-related hiring pressures are most acutely felt by entry-level white-collar workers, particularly in sectors like consulting and advertising. While the broader labor market impact remains small, junior roles performing tasks increasingly handled by generative AI face the greatest strain.

Key Numbers

707,000UK job vacancies in three months to July
2.8%UK private sector regular wage growth
0.1percentage point drag on annual headcount growth for 10% AI exposure
0.2percentage point drag for entry-level US workers
0.6percentage point drag for entry-level Australian workers

Who's Involved

Goldman Sachs
Wall Street bank that analyzed employment across 800 occupations
Amanda Murphy
Chief executive of Lloyds Business and Commercial Banking
Goldman Sachs: AI hiring slump disproportionately affects junior white-collar roles

↳ Why This Matters

The findings highlight a growing divide in the labor market, suggesting that the integration of AI may exacerbate existing inequalities by disproportionately affecting entry-level workers and potentially altering traditional career progression paths in professional services.

Key facts

  • Goldman Sachs research shows AI is impacting junior white-collar jobs the most.
  • Entry-level workers in sectors like consulting and advertising are facing the brunt of AI-related hiring pressures.
  • Industries with higher AI automation exposure have seen weaker job opening growth since late 2022.
  • The overall labor market impact of AI is currently small, with a 10% occupational exposure linked to a 0.1 pp drag on headcount growth in some developed economies.
  • UK job vacancies have fallen to their lowest level in over five years, indicating a broader labor market slowdown.
  • Artificial intelligence is beginning to exert the most significant hiring pressure on junior white-collar positions, according to an analysis by Goldman Sachs. The research indicates that entry-level workers in fields such as management consulting, advertising, software publishing, and call centers are experiencing the most pronounced effects, as generative AI increasingly handles tasks traditionally performed by these roles.

    Goldman Sachs analyzed employment trends across more than 800 occupations and found that industries with higher exposure to AI automation have generally seen weaker growth in job openings since the latter half of 2022. While the impact on the broader labor market remains relatively small—a 10% occupational exposure to AI was associated with only a 0.1 percentage point drag on annual headcount growth in the US, France, and Canada—the effect is more substantial for entry-level workers, estimated at over 0.2 percentage points in the US and more than 0.6 percentage points in Australia.

    This analysis coincides with a broader weakening of the UK labor market. Office for National Statistics figures show job vacancies fell to 707,000 in the three months to July, the lowest in over five years. Employee numbers on company payrolls also declined for the sixth consecutive month, and private sector wage growth slowed to 2.8%, its weakest pace since October 2020. Goldman Sachs clarified that its findings do not attribute this broader UK slowdown to AI, concluding that the technology's employment effects are currently concentrated in specific industries and worker groups.

    Despite the concentrated impact, the UK is noted as a leading developed economy in AI adoption, alongside the US, France, and the Netherlands. Separate research from Lloyds Business Barometer indicates that 54% of UK businesses have created new roles due to AI, with 21% introducing dedicated AI positions. Looking ahead, 58% of businesses plan to increase spending on AI skills, though nearly a third acknowledge their workforce lacks the necessary capabilities to fully leverage the technology. Amanda Murphy, chief executive of Lloyds Business and Commercial Banking, emphasized the need for businesses to develop the "skills, culture and confidence" to effectively integrate AI.

    Frequently asked questions

    Junior white-collar jobs, particularly those involving research and administrative tasks, are most affected. This includes roles in management consulting, advertising, software publishing, and call centers.

    The impact on the broader labor market remains relatively small. A 10% occupational exposure to AI was associated with only a 0.1 percentage point drag on annual headcount growth in the US, France, and Canada.

    The UK labor market is weakening, with job vacancies falling to their lowest level in over five years and employee numbers on payrolls declining for six consecutive months. Private sector wage growth has also slowed.

    58% of UK businesses plan to increase spending on AI skills over the next year, although nearly a third report their workforce currently lacks the necessary capabilities.

    What Happens Next

    01Businesses will need to build skills, culture, and confidence to use AI effectively.
    02Further monitoring of AI's impact on specific job roles and industries is expected.

    How It Developed

    Goldman Sachs analyzed employment across over 800 occupations.
    AI-related hiring pressures are strongest among entry-level workers.
    Industries with high AI automation exposure show weaker job growth.
    Management consulting, advertising, software publishing, and call centers are notably affected.
    Information and communications services employment growth has slowed globally.
    A 10% occupational exposure to AI correlates with a 0.1 pp drag on headcount growth in the US, France, and Canada.
    For entry-level workers, the effect is estimated at over 0.2 pp in the US and 0.6 pp in Australia.
    UK job vacancies fell to 707,000 in the three months to July, the lowest in over five years.

    Sources

    T1
    Goldman: Junior white-collar workers squeezed hardest by AI hiring slumpCity AM

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