Somewhat Resilient

Last Update: 11/4/2026

AI Resilience Score for Surveyors:

45.6%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:
Medium

Methodology and Scoring Rationale

To score how resilient surveying work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from six AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, OpenAI Signals, and Google ATLAS. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For surveyors, 8 of 9 sources had data, and they were split on AI exposure: Anthropic saw fieldwork and boundary decisions staying firmly human, while OpenAI Signals and Google ATLAS flagged stronger AI risk, landing confidence at medium. Low economic opportunity scores pulled the final number down, leaving surveyors "Somewhat Resilient."

AI Resilience Report forSurveyors

$75,440 median salary•3,100 annual openings•SOC Code: 17-1022.00

Surveyors are somewhat less resilient to AI impacts than most occupations, according to our analysis of 7 sources.

Surveying lands in "Somewhat Resilient" because AI is genuinely changing big parts of the workflow, especially the data processing and measurement tasks that used to take weeks by hand, but the profession still requires a licensed human for the parts that matter most legally, like signing off on property boundaries and testifying in court. Think of it this way: AI tools like drones and LiDAR software are handling more of the repetitive, technical steps, which means surveyors today need to be comfortable managing and interpreting those tools rather than doing everything manually.

Learn more about how you can thrive in this position

This role is somewhat resilient

Surveying lands in "Somewhat Resilient" because AI is genuinely changing big parts of the workflow, especially the data processing and measurement tasks that used to take weeks by hand, but the profession still requires a licensed human for the parts that matter most legally, like signing off on property boundaries and testifying in court. Think of it this way: AI tools like drones and LiDAR software are handling more of the repetitive, technical steps, which means surveyors today need to be comfortable managing and interpreting those tools rather than doing everything manually.

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Analysis of current AI resilience

Surveyors

Updated quarterly

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Latest AI news for Surveyors

These articles highlight the growing influence of AI in surveying careers, emphasizing the need for ethical considerations and human oversight. The discussion on AI's risks, such as fabricated evidence, underlines the importance of integrity in the profession. Additionally, advancements in AI for valuation accuracy can enhance a surveyor's skill set, making them more competitive. By understanding these trends, students can build resilience in their careers, ensuring they leverage AI responsibly while maintaining the essential human element in their work.

More Career Info

Career: Surveyors

They measure and map land, helping to determine property boundaries and prepare sites for construction projects.

Alternate Titles

County Surveyor · Land Surveyor · Licensed Land Surveyor · Surveyor · City Surveyor · Mine Surveyor · Professional Land Surveyor · Registered Land Surveyor · Staff Land Surveyor · State Surveyor

Employment & Wage Data

Median Wage

$75,440

Jobs (2025)

52,000

Growth (2025-35)

+5.8%

Annual Openings

3,100

Education

Bachelor's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

90% ResilienceCore Task

Testify as an expert witness in court cases on land survey issues, such as property boundaries.

2

82% ResilienceSupplemental

Develop criteria for the design and modification of survey instruments.

3

80% ResilienceCore Task

Train assistants and helpers, and direct their work in such activities as performing surveys or drafting maps.

4

78% ResilienceCore Task

Adjust surveying instruments to maintain their accuracy.

5

75% ResilienceCore Task

Direct or conduct surveys to establish legal boundaries for properties, based on legal deeds and titles.

6

70% ResilienceCore Task

Plan and conduct ground surveys designed to establish baselines, elevations, and other geodetic measurements.

7

68% ResilienceCore Task

Develop criteria for survey methods and procedures.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

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