AITakeover Tracker
54%high risk

Mapping Technicians

Calculate mapmaking information from field notes, and draw and verify accuracy of topographical maps.

Higher risk than 99% of occupations

AI Impact Summary

Mapping Technicians faces high AI displacement risk with a score of 54/100. This occupation has higher AI displacement risk than 99% of all analyzed occupations. Of 26 analyzed tasks, 15 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)

Reading Comprehension10%

High reliance on Reading Comprehension 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.

Information Ordering5%

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

Mathematics10%

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

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.

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.

Coordination70%

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

Social Perceptiveness90%

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

Service Orientation82%

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

Manual Dexterity80%

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

AI-Augmented Skills (7)

Critical ThinkingActive LearningWritingJudgment and Decision MakingMonitoringSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Mapping Technicians 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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.1pt risk+$3K/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

-5pt risk+$3K/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

-3.5pt risk+$3K/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 Diploma9%
Some College13%
Post-Secondary Certificate14%
Associate's Degree10%
Bachelor's Degree48%
Doctoral/Professional Degree5%

Prior Experience Needed

Work experience required to enter this job

None22%
1-3 months8%
3-6 months19%
6 months - 1 year8%
1-2 years10%
2-4 years15%
4-6 years9%
6-8 years9%

Training Provided After Hiring

How long it typically takes to learn on the job

None9%
Up to 1 month20%
1-3 months43%
3-6 months1%
6 months - 1 year10%
1-2 years6%
2-4 years12%

How AI Impacts Each Task

26 tasks analyzed

Check all layers of maps to ensure accuracy, identifying and marking errors and making corrections.

Risk: 84.0%AI: 87EstimatedTime: 8%

Design or develop information databases that include geographic or topographic data.

Risk: 51.0%AI: 60EstimatedTime: 6%

Monitor mapping work or the updating of maps to ensure accuracy, the inclusion of new or changed information, or compliance with rules and regulations.

Risk: 80.0%AI: 77EstimatedTime: 6%

Produce or update overlay maps to show information boundaries, water locations, or topographic features on various base maps or at different scales.

Risk: 86.0%AI: 92EstimatedTime: 7%

Determine scales, line sizes, or colors to be used for hard copies of computerized maps, using plotters.

Risk: 85.2%AI: 90EstimatedTime: 3%

Identify and compile database information to create maps in response to requests.

Risk: 65.5%AI: 40.77ObservedTime: 5%

Analyze aerial photographs to detect and interpret significant military, industrial, resource, or topographical data.

Risk: 59.0%AI: 80EstimatedTime: 6%

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 or drawings.

Risk: 86.0%AI: 92EstimatedTime: 6%

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.

Risk: 39.0%AI: 60EstimatedTime: 3%

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.

Risk: 49.0%AI: 55EstimatedTime: 5%

Compare topographical features or contour lines with images from aerial photographs, old maps, or other reference materials to verify the accuracy of their identification.

Risk: 84.0%AI: 87EstimatedTime: 4%

Calculate latitudes, longitudes, angles, areas, or other information for mapmaking, using survey field notes or reference tables.

Risk: 88.0%AI: 97EstimatedTime: 4%

Compute and measure scaled distances between reference points to establish relative positions of adjoining prints and enable the creation of photographic mosaics.

Risk: 88.0%AI: 97EstimatedTime: 3%

Train staff members in duties such as tax mapping, the use of computerized mapping equipment, or the interpretation of source documents.

Risk: 27.0%AI: 30EstimatedTime: 2%

Trace contours or topographic details to generate maps that denote specific land or property locations or geographic attributes.

Risk: 88.0%AI: 97EstimatedTime: 4%

Redraw or correct maps, such as revising parcel maps, to reflect tax code area changes, using information from official records or surveys.

Risk: 84.0%AI: 87EstimatedTime: 4%

Research resources such as survey maps or legal descriptions to verify property lines or to obtain information needed for mapping.

Risk: 84.0%AI: 87EstimatedTime: 4%

Produce presentations of surface or mineral ownership layers by interpreting legal survey plans.

Risk: 51.0%AI: 60EstimatedTime: 3%

Identify, research, and resolve anomalies in legal land descriptions, referring issues to title or survey experts as appropriate.

Risk: 49.0%AI: 55EstimatedTime: 3%

Create survey description pages or historical records related to the mapping activities or specifications of section plats.

Risk: 86.0%AI: 92EstimatedTime: 2%

Lay out and match aerial photographs in sequences in which they were taken and identify any areas missing from photographs.

Risk: 88.0%AI: 97EstimatedTime: 2%

Trim, align, and join prints to form photographic mosaics, maintaining scaled distances between reference points.

Risk: 51.0%AI: 45EstimatedTime: 2%

Complete detailed source and method notes describing the location of routine or complex land parcels.

Risk: 86.0%AI: 92EstimatedTime: 2%

Form three-dimensional images of aerial photographs taken from different locations, using mathematical techniques and plotting instruments.

Risk: 63.0%AI: 90EstimatedTime: 2%

Supervise or coordinate activities of workers engaged in plotting data, drafting maps, or producing blueprints, photostats, or photographs.

Risk: 27.0%AI: 30EstimatedTime: 2%

Prepare cost estimates for mapping projects.

Risk: 80.0%AI: 77EstimatedTime: 2%

Protective Factors

Total protective discount: 24.9%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityCooperationIndependenceAnalytical ThinkingAchievement/EffortIntegrityPersistenceStress ToleranceAdaptability/FlexibilityInitiativeInnovation

Wage & Employment (2024)

Median Wage

$51,940

per year

Mean Wage

$56,890

per year

Employment

57K

workers

Wage Range

$36,910 - $80,870

10th - 90th pct

Wage Distribution

$36,910Median: $51,940$80,870
Career Planning

Explore other career paths

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

Subscribed — always updated

Recommendations

Skills to Develop

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

  • Reading Comprehension

    High reliance on Reading Comprehension 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.

  • Information Ordering

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

  • Mathematics

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

  • 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.

  • 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.

  • Coordination

    Coordination 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.

  • Active Learning

    Active Learning 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.

  • Monitoring

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

Score History

Risk score over 2 scoring runs

+0.6

overall change

Checking for existing plan...