AI如何改变你的工作
基于数据分析800多个职业的AI自动化影响。了解趋势,比较职业,为未来做准备。
AI 影响概览
2025 年至 2028 年风险敞口的变化趋势。
最高自动化风险
我们估算的2025年AI自动化风险评分最高的职业
最新资讯与趋势
有关 AI 对劳动力市场影响的近期报告与分析。
Who Takes the Hit? World Bank Finds GenAI Job Losses Are Uneven
Job postings for AI-vulnerable occupations fell 5.8% in high-income countries after ChatGPT — and barely moved in developing ones. A World…
World Bank WDR 2026: Why Rich Countries Face 3x the AI Automation Risk
The World Bank's flagship WDR 2026 finds 14.2% of jobs in high-income countries at risk from generative AI versus just 4.5% in developing e…
The Bank for Central Banks Says AI Is Freezing Hiring Before It Cuts Jobs
The BIS says AI has not triggered mass layoffs — it has frozen hiring instead. Unemployment stays low while the job hunt gets brutal. Bulle…
IMF: 23.1% of Israeli Workers Hold Jobs at High Risk of AI Displacement
A new IMF paper finds 23.1% of Israeli workers hold high-AI-exposure, low-complementarity jobs. The most vulnerable are not who you would e…
AI Job Postings Are 75-85% STEM in All 10 Countries Studied — The New Hiring Divide
Between 75% and 85% of AI-related job postings sit in STEM occupations — in all 10 countries a new study examined, from the US to Indonesia…
按行业AI暴露度
14个职业类别的理论与观测AI暴露度
计算机与数学
商业与金融
办公与行政支持
艺术、设计、娱乐与媒体
法律
医疗保健
教育与培训
生命、物理与社会科学
销售与市场营销
管理
食品准备与服务
建筑、维护与维修
保护服务
运输与物料搬运
研究时间线
自 2025 年起追踪的最新重要报告。
World Development Report 2026: The Promise of Artificial Intelligence
The World Bank's annual flagship report assesses AI's potential for developing economies through an adopt/adapt/advance framework. Key findings: 14.2…
Occupational Convergence or Divergence? Mapping Labor Market Structural Shifts Driven by AI Penetration
Analysis of LinkedIn/Indeed/Glassdoor postings (Dec 2025-May 2026, 10 countries) finds 75-85% of AI-related vacancies concentrated in STEM occupation…
AI and the global economy: implications for central banks (BIS Bulletin No 130)
BIS Bulletin 130 finds the AI boom is driving a large, increasingly debt-financed investment surge (~1% of GDP in the most exposed economies), with a…
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