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AI exposure

Paralegal: will AI take this job?

78%High exposure
Ctrl+F was the warm-up. This is the main event.

Why

Searching, summarising and drafting documents is exactly what language models do well.

Where to look next

  1. Legal operations / legal tech specialist
  2. Compliance officer
  3. Law degree → lawyer

What AI already does

  • Searching case law
  • Summaries
  • Formatting documents

What stays human

  • Organising complex cases
  • Client contact

Skills worth learning — Finance & law

  • Advisory and client relationships
  • Data and AI literacy
  • Regulation of AI and new tech

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Analyst75%Bank clerk72%Accountant70%Insurance agent70%Trader / stockbroker70%Auditor65%
Check another job Play today’s challenge

For fun, not a forecast. Scores are our rough estimates of how much of a job’s tasks AI can already help with, based on the ILO (2025) and Microsoft Research (2025) studies. Exposure usually means the job changes, not that it disappears — the ILO puts about 1 in 4 jobs worldwide in exposed occupations, but only 3.3% in the highest category.