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Surveyors

Make exact measurements and determine property boundaries. Provide data relevant to the shape, contour, gravitation, location, elevation, or dimension of land or land features on or near the earth's surface for engineering, mapmaking, mining, land evaluation, construction, and other purposes.

50,830 people do this job in the US. $75,440 a year.

now
11%

of the working time. Estimate.

Kinds of work
  • 59%
  • 9%
  • 32%
0%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
April 2027

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 59% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 6%. Today's estimate: 12%.

0%5%10%15%20%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 0% within reachGPT-5, August 2025: 0% within reachGemini 3 Pro, November 2025: 0% within reachClaude Opus 4.5, November 2025: 0% within reachGPT-5.2, December 2025: 1% within reachClaude Opus 4.6, February 2026: 1% within reachClaude Mythos Preview (early), April 2026: 6% within reachToday (estimate), September 2026: 12% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 24 tasks from .

TaskKind
Compute geodetic measurements and interpret survey data to determine positions, shapes, and elevations of geomorphic and topographic features.Done daily by most who do it. 9%5 h1.7 h to 1.3 work days19%Half by Mar 2027
Prepare and maintain sketches, maps, reports, and legal descriptions of surveys to describe, certify, and assume liability for work performed.Done daily by most who do it. 9%6.7 h2.5 h to 1.7 work days10%Half by May 2027
Prepare, or supervise preparation of, all data, charts, plots, maps, records, and documents related to surveys.Done daily by most who do it. 9%6.7 h2.5 h to 2.1 work daysStays with people
Direct or conduct surveys to establish legal boundaries for properties, based on legal deeds and titles.Done daily by most who do it. 9%1.7 work days3.3 h to 3.3 work daysStays with people
Plan and conduct ground surveys designed to establish baselines, elevations, and other geodetic measurements.Done more than weekly by most who do it. 9%1.7 work days3.3 h to 3.3 work daysStays with people
Record the results of surveys, including the shape, contour, location, elevation, and dimensions of land or land features.Done daily by most who do it. 8%4.2 h50 min to 1.3 work days18%Half by May 2027
Establish fixed points for use in making maps, using geodetic and engineering instruments.Done daily by most who do it. 7%6.7 h1.7 h to 1.7 work daysStays with people
Conduct research in surveying and mapping methods, using knowledge of photogrammetric map compilation and electronic data processing.Done more than monthly by most who do it. 7%2.1 work days3.3 h to 1.3 work weeks1%Half by Jul 2028
Analyze survey objectives and specifications to prepare survey proposals or to direct others in survey proposal preparation.Done daily by most who do it. 6%5 h1.7 h to 1.3 work days19%Half by Mar 2027
Verify the accuracy of survey data, including measurements and calculations conducted at survey sites.Done daily by most who do it. 5%3.3 h50 min to 1.3 work days25%Half by Mar 2027
Calculate heights, depths, relative positions, property lines, and other characteristics of terrain.Done daily by most who do it. 5%3.3 h50 min to 6.7 h32%Half by Jan 2027
Search legal records, survey records, and land titles to obtain information about property boundaries in areas to be surveyed.Done daily by most who do it. 5%3.3 h50 min to 1 work day28%Half by Feb 2027

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.