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AI Job Impact · O*NET 19-3092.00

Geographers: high exposure to AI

All levels · based on your 1 selected tasks

100%of tasks exposed to AIHigh exposure

“Exposure” means AI can do or speed up a task. It does not mean the job disappears.

Task-level breakdown

  • Automatable100%

    AI can largely do this from instructions

  • Augmentable0%

    AI helps you do it faster or better

  • Human-core0%

    Not meaningfully exposed today

Study exposure score (β, Eloundou et al.)
50%
Observed AI use (Anthropic Economic Index)
11% of tasks

What AI can do now 1

  • Create and modify maps, graphs, or diagrams, using geographical information software and related equipment, and principles of cartography, such as coordinate systems, longitude, latitude, elevation, topography, and map scales.

What AI helps with 0

  • None among these tasks.

What AI can't do (yet) 0

  • None among these tasks.

What to do next

Early in a career, the exposed tasks are often the ones people learn on. Learn the AI tools for them now and spend the time you save on the human-core skills.

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AI-written summary: pending (no LLM key configured). These figures come only from the cited research data.

Method & sources

  • Tasks: O*NET task statements (US Dept. of Labor, CC BY 4.0), as published in the dataset below.
  • Exposure labels: Eloundou, Manning, Mishkin & Rock (2023), “GPTs are GPTs”. Each task is rated E0 (not exposed), E1 (an LLM alone can cut the time by half or more) or E2 (exposed with LLM-powered tools). Data (MIT).
  • Automation vs augmentation: Anthropic Economic Index (CC BY), the share of real Claude conversations per task that were directive or feedback-loop (automation) versus iteration, validation or learning (augmentation). Where a task has no Index data, we use the study's GPT-4 automation rating (T3/T4 = automatable).
  • Classes: E0 tasks count as human-core. Exposed tasks count as automatable when automation is at least 50%, otherwise as augmentable.
  • For broader, country-level context, see the ILO's generative AI and jobs studies (2023, updated 2025). We do not use ILO scores in the task numbers.
  • Seniority and industry personalise the guidance; they do not change the research figures. An AI-written summary will be added once an LLM key is configured.