First Ideas
Case study

NeedsAHuman

A data platform answering one question for every US occupation — will AI take my job? — with verdicts measured from government task data, not guessed.

AIData PlatformCareersOwned Project
NeedsAHuman on desktop
NeedsAHuman on mobile

Project focus

  • Task-level AI-exposure scoring built on the O*NET database of around 1,000 US occupations
  • One-word verdicts — from "Nah." to "Largely." — with the full working shown underneath
  • Replacement-year projections published as ranges with scenario counts, never single-date certainty
  • A dedicated page for every job, plus comparisons, trackers, lists and guides
  • Published methodology covering coverage, quality parity and replacement-year modelling
  • Open data access so researchers and journalists can check the numbers

Outcome

A careers resource that treats a frightening question honestly: every claim scored from public task data, every projection shown as a range, and every method published for scrutiny.

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Custom DevelopmentData EngineeringContent StrategyTechnical SEO
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