AITakeover Tracker
33%medium risk

Surveyors

Make exact measurements and determine property boundaries. Provide data relevant to the shape, contour, gravitation, location, elevation, or dimension of land or land features on or near the earth's surface for engineering, mapmaking, mining, land evaluation, construction, and other purposes.

Higher risk than 55% of occupations

AI Impact Summary

Surveyors faces moderate AI displacement risk with a score of 33/100. This occupation has higher AI displacement risk than 55% of all analyzed occupations. Of 24 analyzed tasks, 6 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingWritingJudgment and Decision MakingActive LearningSystems AnalysisMonitoringTechnology Design

Recommended Courses

Courses matched to Surveyors skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

Courseraintermediate

Machine Learning Specialization

by Stanford / DeepLearning.AI

~10 weeks$49/mo4.9Certificate
Addresses vulnerability: Mathematics

Estimated Impact

-8.1pt risk+$5K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.4pt risk+$4K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.9pt risk+$4K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma16%
Some College3%
Post-Secondary Certificate6%
Associate's Degree32%
Bachelor's Degree42%

Prior Experience Needed

Work experience required to enter this job

None17%
Up to 1 month3%
6 months - 1 year3%
1-2 years10%
2-4 years17%
4-6 years23%
6-8 years10%
8-10 years13%
Over 10 years3%

Training Provided After Hiring

How long it typically takes to learn on the job

None7%
Up to 1 month7%
1-3 months7%
3-6 months4%
6 months - 1 year21%
1-2 years7%
2-4 years29%
4-6 years18%

How AI Impacts Each Task

24 tasks analyzed

Verify the accuracy of survey data, including measurements and calculations conducted at survey sites.

Risk: 85.2%AI: 90EstimatedTime: 5%

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

Risk: 13.0%AI: 10EstimatedTime: 8%

Prepare or supervise preparation of all data, charts, plots, maps, records, and documents related to surveys.

Risk: 86.0%AI: 92EstimatedTime: 6%

Prepare and maintain sketches, maps, reports, and legal descriptions of surveys to describe, certify, and assume liability for work performed.

Risk: 48.3%AI: 53.33ObservedTime: 6%

Write descriptions of property boundary surveys for use in deeds, leases, or other legal documents.

Risk: 87.2%AI: 95EstimatedTime: 5%

Search legal records, survey records, and land titles to obtain information about property boundaries in areas to be surveyed.

Risk: 77.2%AI: 70EstimatedTime: 5%

Coordinate findings with the work of engineering and architectural personnel, clients, and others concerned with projects.

Risk: 27.0%AI: 30EstimatedTime: 5%

Establish fixed points for use in making maps, using geodetic and engineering instruments.

Risk: 13.0%AI: 10EstimatedTime: 6%

Calculate heights, depths, relative positions, property lines, and other characteristics of terrain.

Risk: 87.2%AI: 95EstimatedTime: 5%

Adjust surveying instruments to maintain their accuracy.

Risk: 41.0%AI: 20EstimatedTime: 3%

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

Risk: 25.0%AI: 25EstimatedTime: 4%

Record the results of surveys including the shape, contour, location, elevation, and dimensions of land or land features.

Risk: 86.0%AI: 92EstimatedTime: 5%

Compute geodetic measurements and interpret survey data to determine positions, shapes, and elevations of geomorphic and topographic features.

Risk: 59.0%AI: 80EstimatedTime: 5%

Determine longitudes and latitudes of important features and boundaries in survey areas, using theodolites, transits, levels, and satellite-based global positioning systems (GPS).

Risk: 13.0%AI: 10EstimatedTime: 5%

Analyze survey objectives and specifications to prepare survey proposals or to direct others in survey proposal preparation.

Risk: 53.0%AI: 65EstimatedTime: 4%

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

Risk: 15.0%AI: 0EstimatedTime: 2%

Develop criteria for survey methods and procedures.

Risk: 51.0%AI: 60EstimatedTime: 3%

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

Risk: 13.0%AI: 10EstimatedTime: 5%

Survey bodies of water to determine navigable channels and to secure data for construction of breakwaters, piers, and other marine structures.

Risk: 23.0%AI: 35EstimatedTime: 3%

Direct aerial surveys of specified geographical areas.

Risk: 57.0%AI: 75EstimatedTime: 2%

Conduct research in surveying and mapping methods using knowledge of techniques of photogrammetric map compilation and electronic data processing.

Risk: 53.0%AI: 65EstimatedTime: 2%

Determine specifications for photographic equipment to be used for aerial photography, as well as altitudes from which to photograph terrain.

Risk: 59.0%AI: 80EstimatedTime: 2%

Develop criteria for the design and modification of survey instruments.

Risk: 51.4%AI: 60.92ObservedTime: 2%

Locate and mark sites selected for geophysical prospecting activities such as efforts to locate petroleum or other mineral products.

Risk: 13.0%AI: 10EstimatedTime: 2%

Protective Factors

Total protective discount: 32.2%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityAttention to DetailDependabilityAnalytical ThinkingCooperationInitiativePersistenceLeadershipAdaptability/FlexibilityAchievement/EffortStress ToleranceIndependence

Wage & Employment (2024)

Median Wage

$72,740

per year

Mean Wage

$76,730

per year

Employment

53K

workers

Wage Range

$43,680 - $116,330

10th - 90th pct

Wage Distribution

$43,680Median: $72,740$116,330
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

See all transitions

First-Line Supervisors of Construction Trades and Extraction Workers

26%
Medium Risk

Median salary: $78,690

Higher risk than 21% of other occupations

Forest and Conservation Technicians

28%
Medium Risk

Higher risk than 29% of other occupations

Civil Engineers

28%
Medium Risk

Median salary: $99,590

Higher risk than 29% of other occupations

Surveying Technicians

30%
Medium Risk

Median salary: $51,940

Higher risk than 40% of other occupations

Construction Managers

31%
Medium Risk

Median salary: $106,980

Higher risk than 46% of other occupations

Soil and Water Conservationists

32%
Medium Risk

Median salary: $67,950

Higher risk than 50% of other occupations

Environmental Science and Protection Technicians, Including Health

33%
Medium Risk

Higher risk than 55% of other occupations

Geodetic Surveyors

34%
Medium Risk

Median salary: $72,740

Higher risk than 61% of other occupations

Precision Agriculture Technicians

37%
Medium Risk

Median salary: $60,130

Higher risk than 71% of other occupations

Environmental Engineering Technicians

37%
Medium Risk

Median salary: $58,890

Higher risk than 71% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Surveyors professionals should diversify beyond them.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Instructing

    Instructing is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 3 scoring runs

-3.2

overall change

Checking for existing plan...