Labour statistics agencies7 min readSample
Entry-level hiring contracts in the most exposed occupations
Labour-market data shows junior-role postings falling faster than senior ones in occupations with high task-automation exposure.
highAGI relevance: higheconomicsbusiness
Agitology analysis
Why it matters
The tasks that train junior practitioners are the most automatable. If the pipeline that produces senior practitioners closes, the effect compounds over a decade rather than a quarter.
Key developments
- Junior postings fall faster than senior in exposed occupations
- Effect strongest where output is text or code
- Causal attribution remains contested