How AI is Changing Your Job
Published AI exposure indices for occupations worldwide, reproduced from external research. Compare roles, see which tasks are exposed today, and check the source behind every figure.
Latest News & Trends
Recent reports and analyses on how AI is changing the labour market.
AI-Designed Games Beat Human Designers, Professionals Included
Buyers would pay $0.47 for games an AI designed alone and $0.37 for games people designed with the same tool. Professional designers lost t…
World Bank: Only 7% of South Asian Jobs Face High AI Substitution
7% of South Asian jobs are highly AI-exposed with low complementarity, half the 15% elsewhere. Indian firms use AI at half the US rate. Wha…
AI and robots fit the industries that are ageing least, BIS finds
Older workers are piling up in farming and care, where AI and robots fit worst. A BIS index for 135 economies shows the fit worsening in ov…
Top 10% of Firms Take 73% of AI Hires, but the Leaders Keep Changing
The top tenth of firms took 73.0% of AI job moves in 2022, up from 55.8% in 2010. Yet 27% of the US core drops out each year. What that mea…
Robots Can Do 74% of Physical Work. They Win on Cost for 0.3%
Anthropic's new robot exposure index: robots can do 74% of US physical tasks, but are cheaper than people for just 0.3% of work. Here is wh…
Research Timeline
Recent landmark reports tracked since 2025.
Creative destruction: Human-AI competition in an experimental market
An experimental study tests two hypotheses for why a human role in production could persist as AI capabilities grow: a durable human advantage in tas…
AI Advice Reinforces Traditional Gender Roles
Two large-scale audit experiments tested whether four leading large language models give different career-negotiation advice to female and male job c…
Too Late to Prune: Generative AI, the Screen, and Team Creative Decisions
Preregistered experiment in which 148 three-person teams were randomly assigned to five schedules of access to the same language model during a produ…
Built on Trust
External sources, named licences, and named editorial responsibility.
Methodology
Which dataset each figure comes from, what it measures as its publisher defines it, and where its coverage stops.
Read methodologyWhat the Numbers Are
AI exposure figures are reproduced from Anthropic Economic Index, OpenAI "GPTs are GPTs" exposure rubric, ILO Working Paper 140, and BLS AI exposure categories; employment, wage and projected-change figures from the U.S. Bureau of Labor Statistics Employment Projections. We calculate no scores of our own.
See methodologyEditor + AI Disclosure
AI-assisted analysis published under a named editor's responsibility. We disclose where AI helped and where each figure came from.
About the editor