Last Update: 3/13/2026
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
What does this resilience result mean?
These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
They measure and map land, helping to determine property boundaries and prepare sites for construction projects.
This role is evolving
Surveying is labeled as "Evolving" because new technologies like AI, drones, and laser scanners are making many tasks faster and more accurate. Surveyors now use these tools to help with data collection and analysis, which means they spend less time on routine calculations and more time on important judgment tasks like planning and interpreting results.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is evolving
Surveying is labeled as "Evolving" because new technologies like AI, drones, and laser scanners are making many tasks faster and more accurate. Surveyors now use these tools to help with data collection and analysis, which means they spend less time on routine calculations and more time on important judgment tasks like planning and interpreting results.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
CareerVillage's proprietary model that estimates how resilient each occupation's tasks are to AI automation and augmentation
Microsoft's Working with AI
AI Applicability
Measures how applicable AI tools (like Bing Copilot) are to each occupation based on real usage patterns
Anthropic's Observed Exposure
AI Resilience
Based on observed patterns of how Claude is being used across occupational tasks in real conversations
Will Robots Take My Job
Automation Resilience
Estimates the probability of automation for each occupation based on research from Oxford University and other academic sources
Althoff & Reichardt
Economic Growth
Measured as "Wage bill" which is a long term projection for average wage × employment. It's the total labor income flowing to an occupation
Medium Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Surveyors
Updated Quarterly • Last Update: 2/17/2026

What's changing and what's not
Surveyors already use high-tech tools for many routine tasks. For example, GPS receivers, laser scanners and drones help measure heights, depths, and boundaries much faster than before [1] [2]. Software can automatically turn this data into 3D maps or point clouds, and even flag errors.
AI-based systems can spot mistakes or inconsistencies in survey data, improving accuracy [3] [4]. In practice, this “automation” means surveyors focus more on checking and interpreting results than doing tedious calculations. Even so, much of the practical work still needs people.
Planning a survey, training junior staff, and dealing with complex site issues involve judgment and human interaction, which AI tools can’t fully do [3] [3]. For instance, while some tools can draft parts of a report or map, a surveyor reviews the final survey plan and writes the proposal. (RICS and others note that AI is a helper – an “enabler” – not a replacement [3] [5].) In marine or hydrographic surveys, new tech is emerging too: unmanned boats and underwater drones can collect depth data, but these still work under human guidance and are not yet common on every project [6] [5]. Overall, AI and automation make many surveying tasks faster and safer, but surveyors’ expertise and oversight remain essential.

AI in the real world
Surveying firms adopt AI and automation based on cost, benefit and trust. Modern equipment like drones, LiDAR scanners and mapping software have become much cheaper (sometimes only on the order of $10,000) and more user-friendly [1]. This lowers the barrier to use.
In turn, better tools can save time and reduce errors on big projects, so companies can win more work. However, there are still hurdles. New tech requires training and upfront investment, which can discourage smaller firms [3].
A recent RICS report notes that many survey companies cite high setup costs and lack of clear short-term payoff as reasons to delay adopting new tools [3]. There is also a skilled labor shortage in surveying [5], which can push firms to try automation but also means they must train people to use it correctly. Legal and ethical factors matter too: surveyed land defines legal boundaries, so everyone expects accuracy and fairness.
Industry groups stress the need for rules and oversight (for example, careful data privacy and bias checks) when using AI [3] [3]. In short, AI in surveying will spread as tool costs fall and its benefits become clear, but it will augment rather than replace surveyors. Experts emphasize that human skills—judgment, communication and experience—will remain crucial even as technology handles more routine work [3] [3].

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Median Wage
$72,740
Jobs (2024)
56,100
Growth (2024-34)
+4.4%
Annual Openings
3,900
Education
Bachelor's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Analyze survey objectives and specifications to prepare survey proposals or to direct others in survey proposal preparation.
Plan and conduct ground surveys designed to establish baselines, elevations, and other geodetic measurements.
Survey bodies of water to determine navigable channels and to secure data for construction of breakwaters, piers, and other marine structures.
Direct or conduct surveys to establish legal boundaries for properties, based on legal deeds and titles.
Adjust surveying instruments to maintain their accuracy.
Conduct research in surveying and mapping methods using knowledge of techniques of photogrammetric map compilation and electronic data processing.
Locate and mark sites selected for geophysical prospecting activities such as efforts to locate petroleum or other mineral products.
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.

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