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AI Automation Index
Task-level automation exposure for Surveying and Mapping Technicians: 30 O*NET tasks scored against their work activities, plus the simulator.
Automation Exposure
30 of 30 tasks scored
Median Salary
BLS OEWS, May 2025 — this exact occupation
Employment Level
58,010 people hold this job — size, not growth
Projected 2025–35
6,900 openings a year · BLS line item
BLS OEWS publishes 51 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.
$32,370 – $78,110
Highest medians
Lowest medians
State figures come from the 17-3031 row in the May 2025 state panel. States where the estimate was suppressed or too small to publish are absent.
Each task is mapped to its work activities, scored for AI automation potential, and weighted by how important those activities are to the job. These are the components.
Importance-weighted mean of the scored tasks. This is the headline index.
Share of weighted tasks in hands-on or machine-operating work activities.
Share in analysis, decisions, teaching, directing, advising, or caring for others.
Share in documenting, recording, and administrative activities.
Share of weighted tasks O*NET rewrote in a recent update. Reported, not folded into the score.
O*NET's own rating of how serious an uncorrectable mistake would be here — respondents, not us. Deliberately not in the index: the score measures what AI can do with the task content, and multiplying it by stakes would be our judgment dressed as data.
30 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.
15 tasks
4 tasks
11 tasks
Move your week away from the high-exposure tasks and toward the ones that need judgment. The simulator recalculates the index as you shift the mix.
Simulate Upskilling →Tasks O*NET added or rewrote for this occupation in its recent updates (05/2025 – 08/2026), with who proposed them. Additions are not in the scored task inventory — they are new work O*NET is still measuring, so they appear here and nowhere in the index. A Revision replaces a task that is scored, which is why only those move the "Rewritten by O*NET" share.
Use drone technology to capture aerial images or videos for creating detailed and accurate maps.
Write boundary or easement legal descriptions.
Set out and recover stakes, marks, or other monumentation.
situated mobility — Field survey of land/water bodies
Search for section corners, property irons, or survey points.
data analysis — Computes coordinates from data deterministically
Calculate latitudes, longitudes, angles, areas, or other information for mapmaking, using survey field notes or reference tables.
data analysis — Coordinate computation from survey data
Enter Global Positioning System (GPS) data, legal deeds, field notes, or land survey reports into geographic information system (GIS) workstations so that information can be transformed into graphic land descriptions, such as maps and drawings.
data analysis — Code entry is routine data input
Adjust and operate surveying instruments such as prisms, theodolites, electronic distance measuring equipment, or electronic data collectors.
situated mobility — Land surveying requires field instrument work
Check all layers of maps to ensure accuracy, identifying and marking errors and making corrections.
decision support — Design quality evaluation needs engineering judgment
Collect information needed to carry out new surveys, using source maps, previous survey data, photographs, computer records, or other relevant information.
physical manipulation — Physical field survey requires hands-on measurement in situ
Record survey measurements or descriptive data, using notes, drawings, sketches, or inked tracings.
situated mobility — Field survey of land/water bodies
Conduct surveys to ascertain the locations of natural features and man-made structures on the Earth's surface, underground, and underwater, using electronic distance-measuring equipment, such as GPS, and other surveying instruments.
situated mobility — Field survey of land/water bodies
Prepare topographic or contour maps of land surveyed, including site features and other relevant information, such as charts, drawings, and survey notes.
visual inspection — Generates maps; cartographic accuracy and standards human
Supervise or coordinate activities of workers engaged in surveying, plotting data, drafting maps, or producing blueprints, photostats, or photographs.
interpersonal — Supervising engineers needs accountability and motivation
Compile information necessary to stake projects for construction, using engineering plans.
physical manipulation — Physical field survey requires hands-on measurement in situ
Identify and compile database information to create requested maps.
physical manipulation — Physical field survey requires hands-on measurement in situ
Monitor mapping work or the updating of maps to ensure accuracy, inclusion of new or changed information, or compliance with rules and regulations.
decision support — AI flags compliance deviations; human confirms in the world
Complete detailed source and method notes describing the location of routine or complex land parcels.
text generation — Draft technical design docs from provided details
Position and hold the vertical rods, or targets, that theodolite operators use for sighting to measure angles, distances, and elevations.
situated mobility — Field survey of land/water bodies
Design or develop information databases that include geographic or topographic data.
text generation — Code generation strong; human architects and reviews
Research and combine existing property information to describe property boundaries in relation to adjacent properties, taking into account parcel splits, combinations, or land boundary adjustments.
physical manipulation — Physical field survey requires hands-on measurement in situ
Perform calculations to determine earth curvature corrections, atmospheric impacts on measurements, traverse closures or adjustments, azimuths, level runs, or placement of markers.
data analysis — Coordinate computation from survey data
Compare survey computations with applicable standards to determine adequacy of data.
data analysis — Arithmetic verification is deterministic and reliable
Provide assistance in the development of methods and procedures for conducting field surveys.
decision support — AI assists analysis; hands-on research human
Answer questions and provide information to the public or to staff members regarding assessment maps, surveys, boundaries, easements, property ownership, roads, zoning, or similar matters.
text generation — Explanatory content drafted; public engagement human
Compare topographical features or contour lines with images from aerial photographs, old maps, or other reference materials to verify the accuracy of their identification.
data analysis — Coordinate computation from survey data
Operate and manage land-information computer systems, performing tasks such as storing data, making inquiries, and producing plots and reports.
physical manipulation — Operating systems requires hands-on interaction
Produce or update overlay maps to show information boundaries, water locations, or topographic features on various base maps or at different scales.
visual inspection — Generates maps; cartographic accuracy and standards human
Trace contours or topographic details to generate maps that denote specific land or property locations or geographic attributes.
visual inspection — Generates maps; cartographic accuracy and standards human
Analyze aerial photographs to detect and interpret significant military, industrial, resource, or topographical data.
physical manipulation — Physical field survey requires hands-on measurement in situ
Determine scales, line sizes, or colors to be used for hard copies of computerized maps, using plotters.
visual inspection — Generates maps; cartographic accuracy and standards human
Trim, align, and join prints to form photographic mosaics, maintaining scaled distances between reference points.
visual inspection — Generates maps from data; cartographic judgment human
Prepare cost estimates for mapping projects.
data analysis — Project cost estimation from given parameters
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<script src="https://giniloh.com/embed.js" async></script> Community Sentiment
Do you agree with the AI automation risk score calculated for this occupation?
Method
Check: across the 910 occupations where O*NET also rates how far machine speed sets the pace, this index moves opposite to it (Spearman ρ = -0.49). The more a job is paced by equipment, the less of its task content AI can address — the relationship you would expect if the scoring is working.
Sources · O*NET 31.0 (task records to 08/2026) · BLS OEWS May 2025 · BLS projections 2025-2035 · rubric v2.1 · tasks for O*NET, not a forecast
See the full method →Related Article
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