Will AI replace surveying and mapping technicians?

The biggest change here is physical: systems like Boston Dynamics Spot + Trimble X7 have done tasks such as “Conduct surveys to ascertain the locations of natural features and man-made structures on the Earth's surface” in real workplaces, about 1h 37m of a typical shift. Most of the rest, 6h 23m, has no AI or robot evidence. BLS expects about 5.8% more of these jobs by 2035.

Time card for surveying and mapping technicians showing a typical 8-hour shift: 6h 23m done by people, 1h 37m by robots.
Each mark is 5 minutes of a typical shift for surveying and mapping technicians, colored by who does that task today. Estimates from O*NET tasks and Anthropic Economic Index data. How it's made

Home / Engineering & architecture / Surveying and Mapping Technicians

Perform surveying and mapping duties, usually under the direction of an engineer, surveyor, cartographer, or photogrammetrist, to obtain data used for construction, mapmaking, boundary location, mining, or other purposes. May calculate mapmaking information and create maps from source data, such as surveying notes, aerial photography, satellite data, or other maps to show topographical features, political boundaries, and other features. May verify accuracy and completeness of maps.

Time card

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MineTask, by time spentHumanWith AIAIRobot
Adjust and operate surveying instruments such as prisms, theodolites, electronic distance measuring equipment, or electronic data collectors.1h 13m a shift · Robots only in factory cells
Why this label?Robots have done this only in factory setups built around the machine, so it stays Human for surveying and mapping technicians. How labels work
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.1h 1m a shift · Robots deployed · e.g. Boston Dynamics Spot + Trimble X7 ("Setanta")
Why this label?Marked Robot because Boston Dynamics Spot + Trimble X7 ("Setanta") (in real use) has done this task in a real workplace. It shows a robot can do it somewhere, not that most surveying and mapping technicians work alongside one. How labels work
Position and hold the vertical rods, or targets, that theodolite operators use for sighting to measure angles, distances, and elevations.36m a shift · Robots deployed · e.g. Dusty Robotics FieldPrinter / FieldPrinter 2
Why this label?Marked Robot because Dusty Robotics FieldPrinter / FieldPrinter 2 (in real use) has done this task in a real workplace. It shows a robot can do it somewhere, not that most surveying and mapping technicians work alongside one. How labels work
Set out and recover stakes, marks, or other monumentation.36m a shift · No AI or robot evidence found
Why this label?This is physical work, and no robot has been shown doing it yet. How labels work
Record survey measurements or descriptive data, using notes, drawings, sketches, or inked tracings.24m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Search for section corners, property irons, or survey points.24m a shift · No AI or robot evidence found
Why this label?This is physical work, and no robot has been shown doing it yet. How labels work
Compile information necessary to stake projects for construction, using engineering plans.18m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Collect information needed to carry out new surveys, using source maps, previous survey data, photographs, computer records, or other relevant information.18m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
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.18m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Perform calculations to determine earth curvature corrections, atmospheric impacts on measurements, traverse closures or adjustments, azimuths, level runs, or placement of markers.18m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Prepare topographic or contour maps of land surveyed, including site features and other relevant information, such as charts, drawings, and survey notes.18m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
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.12m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Calculate latitudes, longitudes, angles, areas, or other information for mapmaking, using survey field notes or reference tables.12m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Trace contours or topographic details to generate maps that denote specific land or property locations or geographic attributes.12m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
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.12m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Supervise or coordinate activities of workers engaged in surveying, plotting data, drafting maps, or producing blueprints, photostats, or photographs.12m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Check all layers of maps to ensure accuracy, identifying and marking errors and making corrections.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Design or develop information databases that include geographic or topographic data.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Monitor mapping work or the updating of maps to ensure accuracy, inclusion of new or changed information, or compliance with rules and regulations.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Produce or update overlay maps to show information boundaries, water locations, or topographic features on various base maps or at different scales.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Determine scales, line sizes, or colors to be used for hard copies of computerized maps, using plotters.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Identify and compile database information to create requested maps.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Operate and manage land-information computer systems, performing tasks such as storing data, making inquiries, and producing plots and reports.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Compare survey computations with applicable standards to determine adequacy of data.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Compare topographical features or contour lines with images from aerial photographs, old maps, or other reference materials to verify the accuracy of their identification.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Provide assistance in the development of methods and procedures for conducting field surveys.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Complete detailed source and method notes describing the location of routine or complex land parcels.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Prepare cost estimates for mapping projects.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Analyze aerial photographs to detect and interpret significant military, industrial, resource, or topographical data.time not estimated · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Trim, align, and join prints to form photographic mosaics, maintaining scaled distances between reference points.time not estimated · Robots only in factory cells
Why this label?Robots have done this only in factory setups built around the machine, so it stays Human for surveying and mapping technicians. How labels work

Clock history

  1. 1h 37m touchedFirst published: O*NET 30.1, Anthropic Economic Index (2025 usage and September 2026 robot study), BLS May 2025

When new data changes this clock, the date, the new numbers and the reason are logged here. Company news alone never moves the clock.

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No company news tracked for this job yet. New stories are added as they happen.

Ask the clock

Will AI replace surveying and mapping technicians?

Unlikely, though parts of the work are changing. About 1h 37m of an 8-hour shift goes to tasks touched by robots. The other 6h 23m (80%) stays with people. Separately, BLS expects about 5.8% more of these jobs by 2035 (all jobs: +3.5%).

What can AI already do for surveying and mapping technicians?

None of this job's tasks show regular AI use yet. That can mean the work is hands-on or in person, or simply that it rarely comes up in AI usage data.

Where do robots fit in?

For some tasks, yes. Robots have done 2 of this job's tasks in workplaces like this one, about 1h 37m of a typical shift. 2 more tasks have only been done in factory setups built around the machine, so they stay with people here. For 2 physical tasks, no robot has shown it can do the work yet.

  • 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. (1h 1m a shift; e.g. Boston Dynamics Spot + Trimble X7 ("Setanta"), in use)
  • Position and hold the vertical rods, or targets, that theodolite operators use for sighting to measure angles, distances, and elevations. (36m a shift; e.g. Dusty Robotics FieldPrinter / FieldPrinter 2, in use)
What still needs a person?

6h 23m of a typical shift, or 80%, goes to tasks with no AI or robot evidence yet. No AI usage or robot deployment has shown up for these so far. The biggest:

  • Adjust and operate surveying instruments such as prisms, theodolites, electronic distance measuring equipment, or electronic data collectors. (1h 13m a shift)
  • Set out and recover stakes, marks, or other monumentation. (36m a shift)
  • Record survey measurements or descriptive data, using notes, drawings, sketches, or inked tracings. (24m a shift)
  • Search for section corners, property irons, or survey points. (24m a shift)
  • Compile information necessary to stake projects for construction, using engineering plans. (18m a shift)
Are employers still hiring surveying and mapping technicians?

On Indeed, job postings in the Industrial Engineering sector are at 124% of their February 2020 level (all U.S. postings: 104%), up 38% from a year earlier, as of Oct 9, 2026. BLS separately expects about 6,900 openings a year in this job through 2035. Across all U.S. postings, 7.3% now mention AI skills. Sector postings cover more than this one job and move for many reasons besides AI.

How much do surveying and mapping technicians make?

The median pay is about $54,240 a year ($26.08 an hour), 6% above the median for all U.S. jobs ($50,980). Most people in this job earn between $37,520 and $81,630 a year; that range covers the middle 80%. Pay figures are from BLS, May 2025, and vary a lot by state and employer. Pick a state to compare:

Is this job growing or shrinking?

BLS projects growth of 5.8% from 2025 to 2035, compared with 3.5% growth for all jobs. That's about 62,000 jobs in 2035. It expects about 6,900 openings a year, mostly from people retiring or changing careers. These projections don't single out AI as a cause.

How many surveying and mapping technicians are there in the U.S.?

About 58,000 people in the U.S., roughly 0.04% of all workers (BLS, May 2025). That makes it the 361st largest of the 796 jobs on this site. BLS expects about 62,000 in 2035.

What training do surveying and mapping technicians need?

O*NET rates the job at level 3 of 5 for preparation, which usually means: vocational school or associate's degree. Requirements vary by state and employer, especially for licensed work.

What should I learn to stay ahead of AI?

These come from the job's official skill ratings and from the tasks that AI and robots touch least today. Building them keeps you strong in the parts of the work that still need a person:

  • Skills that matter more here than in most jobs: Mathematics, Reading Comprehension, Writing, Complex Problem Solving
  • Get strong at the parts of the job that stay with people (listed above), which take 6h 23m of a typical shift
  • Tools employers list: Microsoft Outlook, Microsoft Office software, Microsoft Excel, ESRI ArcGIS software, Bentley MicroStation
What new tasks are surveying and mapping technicians taking on?

Yes. Occupational experts recently added these to the official task list, a sign of how the work itself is shifting. New tasks aren't rated for AI or robots yet:

  • Use drone technology to capture aerial images or videos for creating detailed and accurate maps.
What other jobs could surveying and mapping technicians move into?

These use similar skills, with less of a typical shift touched by AI or robots. Matches come from 109 official ratings of skills, knowledge and work activities, and each needs the same or less preparation unless the official list relates the jobs directly:

  • Architectural and Civil Drafters (19m touched, $66k median pay)
  • Cartographers and Photogrammetrists (1h 5m touched, $81k median pay)
  • Geodetic Surveyors (0m touched, $75k median pay)
How solid are these numbers?

Each task carries its own evidence label. For this job: 2 with robots in real deployments, 28 with no AI or robot evidence found. The minutes per task are estimates, not measured hours, and "no evidence" doesn't prove a task is safe.

Tools in demand

  • ESRI ArcGIS software
  • Bentley MicroStation
  • Autodesk AutoCAD Civil 3D
  • Autodesk AutoCAD
  • Adobe Illustrator

Plus everyday office tools: Microsoft Outlook, Microsoft Office software, Microsoft Excel.

Also called

Aerial Photograph Interpreter, Aerotriangulation Specialist, Assessment Technician, Ax Survey Worker, CAD Technician (Computer Aided Design Technician), Cartographic Aide, Cartographic Drafter, Cartographic Technician, Cartography Technician, Chain Carrier, Chainman, Compass Operator, Drafting Technician, Draftsman