SAFE
The modal surveyor splits time between field data collection with GPS/GNSS and total stations across raw terrain, and office work reducing that data into plats and legal descriptions. The office half — CAD drafting, coordinate math, deed text parsing, report generation, point-cloud processing — is being automated fast, but the licensed determination of where a boundary legally sits from conflicting deeds, old monuments, and occupation evidence is a judgment call a Professional Land Surveyor must seal and defend in court. Drones and scanners raise per-surveyor output rather than eliminating the person who must set the pin and own the call; note that the licensure shield is regulatory and could be loosened.
Dipped in 2020, then grew past where it started.
Median pay $63,420 → $75,440 -4.8% in real terms
This line is counted by the Bureau of Labor Statistics — the one figure on this page that isn't a judgement of ours. Headcount moves on demand, offshoring, demographics and the business cycle, and automation is one term among several, often not the loudest.
So a falling line is not evidence that AI did it, and a rising one is not evidence that it won't. Both happen in this register: some occupations resist automation and shrink anyway, others are highly automatable and keep growing. The marked year is 2020.
BLS projection, 2024–2034
+4.4% 56,100 → 58,600 on the projections basis
Hard to automate, and growing
The work resists current AI and the BLS projects +4.4% more of these jobs by 2034. Note that safe does not mean well paid — several of the fastest-growing resistant occupations are among the lowest paid on the register.
Different clocks. The score is what current AI could do to this work today. The projection is how many of these jobs will exist in 2034. Everything between the two — how fast employers actually adopt, whether demand grows in the meantime — is why they can point opposite ways without either being wrong.
~3,900 openings a year on average, including replacing people who leave.
SurveyorGeodesistCity SurveyorHome SurveyorLand ExaminerLand MeasurerLand SurveyorMine SurveyorPort SurveyorSite SurveyorField SurveyorState SurveyorCounty SurveyorField InspectorSurvey EngineerGeodetic AdvisorMineral SurveyorProject SurveyorGeodetic EngineerGeodetic SurveyorLicensed SurveyorRailroad SurveyorGeospatial AnalystGeodetic Computator
Holding it up: liability shield . Weakest point: trust premium .
Mixed — a routine tier and a judgment tier 13 rather than 17 because the traverse itself, robotic total station operation, drone flight lines, point-cloud registration and even preliminary deed plotting are already software-driven — what holds the score up is monument recovery, following footsteps of the original surveyor, and reconciling a fence line that contradicts the record, which no dataset supplies.
Hands-on in uncontrolled environments 16 because you are locating pipes under blackberry thicket, chaining through wetland and snow, setting rebar and caps in frozen ground, and running control along live highway shoulders under MUTCD traffic setups — capped below 19 only because a growing share of hours are spent in the truck and at the CAD station rather than on the line.
Licensed human required and personally liable 17 because a plat or ALTA/NSPS survey carries a PLS seal that binds one named individual under state board statute — a licence with a specific exam, four-year experience requirement, and revocation authority — and that seal is what makes the boundary admissible; short of 20 only because much crew work is legally delegable to unlicensed technicians.
Exists to be accountable for ambiguous calls 16 because you weigh senior rights, ambiguous calls-and-distances, unrecorded occupation, and a found monument of uncertain origin to decide which of two overlapping deeds controls — a decision that moves property value, gets deposed, and cannot be appealed to a procedure manual.
The verdict above describes this occupation as a whole. Almost nobody does the typical version of a job — tick what's actually in your week and see how your own mix sits.
Your task mix speaks to task resistance (13/20 here) — how much of the day's work current AI already does. That is the dimension the boxes above are about.
It cannot move the other three. Liability shield (17/20) is whether the law requires a licensed human to sign. Trust premium (10/20) is whether buyers specifically pay for a person. Judgment and accountability (16/20) is whether the role exists to own consequential calls. Those are facts about the occupation's standing, not about which tasks are in your week — a paralegal who does only trial exhibits still holds no licence. Together they are 43 of this occupation's 72 points (60%).
Embodiment (16/20) is also a property of the work rather than the worker, but we don't tag individual tasks as physical or not, so the picker can't tell you anything about it. That's a limit of this tool, not a claim.
Did we get the list right? Tell us what's missing — the tasks are written from the outside, and you're reading this from the inside.
The moves above are yours to make. This is the other half: what would have to change in the world for the occupation itself to score higher. None of it is in any one person's gift, but it is where the floor actually comes from. Scores here are not a one-way ratchet. Only two of the five dimensions — task resistance and embodiment — track what machines can do. The other three track law, what buyers will pay for, and who is answerable, and those move in both directions, often in response to the same pressure AI creates. If every lever below landed, this occupation would score around 79/100, still SAFE.
State boards (via NCEES model law adoption) explicitly extending the 'practice of surveying' definition to cover drone/LiDAR-derived boundary deliverables and AI-generated plats, requiring a PLS seal on any deliverable used for conveyance or permitting — plus rules barring 'as-built from photogrammetry' products from being sold without a seal. Several state boards (e.g., NC, TX) have already issued cease-and-desist letters against unlicensed drone mapping firms.
Task-mix shift as CAD drafting, deed-text parsing, and point-cloud registration are absorbed by software: the residual job becomes monument recovery, weighing conflicting senior/junior rights and occupation evidence, and expert testimony — the tier no vendor sells. This is the genuine two-tier case, and it raises resistance without any new law while shrinking headcount.
Courts continuing to treat the surveyor's boundary determination as expert opinion evidence rather than a computable output — e.g., rulings that an AI-derived boundary lacks the personal knowledge basis required under FRE 702/state analogues, forcing a named human to defend the retracement.
Title insurers making an ALTA/NSPS Land Title Survey sealed by a licensed surveyor a condition of extended-coverage endorsement on commercial closings, rather than accepting survey-waiver affidavits — the reverse of the residential survey-waiver trend.
The limit. Trust premium is omitted deliberately: buyers of surveys (lenders, title companies, developers, DOTs) are price-driven and specify a seal, not a person — there is no realistic route to consumers paying extra for a human surveyor as such. The main downside risk is the mirror of the top lever: state legislatures loosening licensure scope or permitting 'survey waiver' products, which would cut liability_shield faster than task_resistance could rise.
| Houston-Pasadena-The Woodlands, TX | 1,960 | $62,960 -17% |
| Dallas-Fort Worth-Arlington, TX | 1,400 | $66,030 -12% |
| New York-Newark-Jersey City, NY-NJ | 1,300 | $83,610 +11% |
| Chicago-Naperville-Elgin, IL-IN | 1,140 | $80,060 +6% |
| Atlanta-Sandy Springs-Roswell, GA | 1,100 | $57,260 -24% |
| Boston-Cambridge-Newton, MA-NH | 1,070 | $94,970 +26% |
| Los Angeles-Long Beach-Anaheim, CA | 970 | $101,950 +35% |
| Phoenix-Mesa-Chandler, AZ | 970 | $79,500 +5% |
| Yuba City, CA | 50 | $133,270 +77% |
| Sacramento-Roseville-Folsom, CA | 370 | $128,600 +70% |
| San Francisco-Oakland-Fremont, CA | 630 | $125,060 +66% |
University of Wisconsin-Madison · Auburn University
The Daily Cardinal reports a quadruped robot is being used on a UW-Madison construction site, performing site scanning/monitoring work on the university's newest building project.
The New York Post reports that a Boston Dynamics Spot robot is being used to patrol and monitor a construction site on Long Island, New York.
FOX 35 Orlando reported that a construction crew in Orange County, Florida is using a quadruped 'robot dog' for site work.
The Bama Buzz reports Auburn University has added a quadruped robot, named Mac, to its construction site operations.
Has AI actually changed your work? One tap, anonymous, and the running tally is public. Nothing else is asked of you.
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