Job Exposure
Index

Home / All jobs / Architecture and Engineering

AI exposure score

Surveyors

Surveyors score 49 out of 100, which is elevated exposure to AI. That ranks #255 of 923 US occupations, where #1 is the most exposed. Of the 24 tasks in this job, AI could speed up 3 on its own and 18 more with extra software built on top of it. In April–May 2026, 4 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

49/ 100
Elevated
Rank
#255of 923 jobs
US workers
50,830BLS, May 2025
Median pay
$75,440a year
In real AI use
4 of 24tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 3 (13%)
  • AI can speed this up with extra software: 18 (75%)
  • Little or no AI speed-up: 3 (13%)
  • Write descriptions of property boundary surveys for use in deeds, leases, or other legal documents.AI can speed this up on its own · core task
  • Train assistants and helpers, and direct their work in such activities as performing surveys or drafting maps.AI can speed this up on its own · core task
  • Develop criteria for the design and modification of survey instruments.AI can speed this up on its own · supplemental task · Seen in real AI use
  • Verify the accuracy of survey data, including measurements and calculations conducted at survey sites.AI can speed this up with extra software · core task · Seen in real AI use
  • Direct or conduct surveys to establish legal boundaries for properties, based on legal deeds and titles.AI can speed this up with extra software · core task
  • Prepare, or supervise preparation of, all data, charts, plots, maps, records, and documents related to surveys.AI can speed this up with extra software · core task
  • Prepare and maintain sketches, maps, reports, and legal descriptions of surveys to describe, certify, and assume liability for work performed.AI can speed this up with extra software · core task
  • Search legal records, survey records, and land titles to obtain information about property boundaries in areas to be surveyed.AI can speed this up with extra software · core task
  • Coordinate findings with the work of engineering and architectural personnel, clients, and others concerned with projects.AI can speed this up with extra software · core task · Seen in real AI use
  • Calculate heights, depths, relative positions, property lines, and other characteristics of terrain.AI can speed this up with extra software · core task
  • Record the results of surveys, including the shape, contour, location, elevation, and dimensions of land or land features.AI can speed this up with extra software · core task
  • Compute geodetic measurements and interpret survey data to determine positions, shapes, and elevations of geomorphic and topographic features.AI can speed this up with extra software · core task
  • Analyze survey objectives and specifications to prepare survey proposals or to direct others in survey proposal preparation.AI can speed this up with extra software · core task
  • Testify as an expert witness in court cases on land survey issues, such as property boundaries.AI can speed this up with extra software · core task
  • Plan and conduct ground surveys designed to establish baselines, elevations, and other geodetic measurements.AI can speed this up with extra software · core task
  • Develop criteria for survey methods and procedures.AI can speed this up with extra software · core task · Seen in real AI use
  • Survey bodies of water to determine navigable channels and to secure data for construction of breakwaters, piers, and other marine structures.AI can speed this up with extra software · core task
  • Direct aerial surveys of specified geographical areas.AI can speed this up with extra software · core task
  • Conduct research in surveying and mapping methods, using knowledge of photogrammetric map compilation and electronic data processing.AI can speed this up with extra software · core task
  • Determine specifications for equipment to be used for aerial photography, as well as altitudes from which to photograph terrain.AI can speed this up with extra software · supplemental task
  • Locate and mark sites selected for geophysical prospecting activities, such as efforts to locate petroleum or other mineral products.AI can speed this up with extra software · supplemental task
  • Establish fixed points for use in making maps, using geodetic and engineering instruments.Little or no AI speed-up · core task
  • Adjust surveying instruments to maintain their accuracy.Little or no AI speed-up · core task
  • Determine longitudes and latitudes of important features and boundaries in survey areas, using theodolites, transits, levels, and satellite-based global positioning systems (GPS).Little or no AI speed-up · core task

Questions about surveyors and AI

Will AI replace surveyors?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Surveyors score 49 out of 100 (elevated exposure), #255 of 923 US jobs. AI could speed up 21 of the job's 24 tasks, 3 of them on its own, while 3 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which surveyors tasks can AI do?

The most exposed tasks include "Write descriptions of property boundary surveys for use in deeds, leases, or other legal documents"; "Train assistants and helpers, and direct their work in such activities as performing surveys or drafting maps"; "Develop criteria for the design and modification of survey instruments".

Which surveyors tasks are hardest for AI?

Tasks with little or no AI speed-up include "Establish fixed points for use in making maps, using geodetic and engineering instruments"; "Adjust surveying instruments to maintain their accuracy"; "Determine longitudes and latitudes of important features and boundaries in survey areas, using theodolites, transits, levels, and satellite-based global positioning systems (GPS)".

Are people already using AI for this work?

Yes. In April–May 2026, 4 of the 24 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as surveyors, and what do they earn?

About 50,830 people in the US, with median pay of $75,440 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

The weekly exposure report

Know what's changing before it reaches your job.

One short email a week: which jobs are most exposed, the research worth knowing about, and one practical step you can take.

Free · one email a week · unsubscribe anytime