AITakeover Tracker
40%medium risk

Geospatial Information Scientists and Technologists

SOC: 15-1199.04 · Job Zone 4 (Considerable preparation)

Research or develop geospatial technologies. May produce databases, perform applications programming, or coordinate projects. May specialize in areas such as agriculture, mining, health care, retail trade, urban planning, or military intelligence.

Medium RiskEst. full displacement: 20382046high confidence
Raw task score: 53.2Protective discount: 24.1%24 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Geospatial Information Scientists and Technologists faces moderate AI displacement risk with a score of 40/100. Significant displacement is estimated between 2038 and 2046. Of 24 analyzed tasks, 4 are highly automatable, particularly in routine_cognitive. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Protective Factors

Total protective discount: 24.1%

Skill 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%

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

Programming15%

Programming 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.

AI-Resistant Skills (7)

Complex Problem Solving75%

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

Coordination70%

Coordination 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.

Persuasion80%

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

Negotiation85%

Negotiation 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 (5)

WritingCritical ThinkingActive LearningJudgment and Decision MakingSystems Analysis

Recommendations

Skills to Develop

These skills are at risk from AI automation. Geospatial Information Scientists and Technologists 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

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

  • Programming

    Programming 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.

  • Complex Problem Solving

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

  • Coordination

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

  • Instructing

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

  • Social Perceptiveness

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

  • Persuasion

    Persuasion 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.

  • Writing

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

  • 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.

  • 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.

  • Systems Analysis

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

Task Breakdown

24 tasks analyzed

Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 7%

Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users.

Non-Routine InterpersonalAI: 35Risk: 29.0Time: 5%

Perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements.

Non-Routine AnalyticalAI: 75Risk: 57.0Time: 7%

Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in Geographic Information Systems (GIS) technology, equipment, or systems.

Non-Routine AnalyticalAI: 50Risk: 47.0Time: 3%

Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 6%

Lead, train, or supervise technicians or related staff in the conduct of Geographic Information Systems (GIS) analytical procedures.

Non-Routine InterpersonalAI: 20Risk: 23.0Time: 4%

Conduct or coordinate research, data analysis, systems design, or support for software such as Geographic Information Systems (GIS) or Global Positioning Systems (GPS) mapping software.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 5%

Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts.

Routine CognitiveAI: 85Risk: 83.2Time: 6%

Create, edit, or analyze geospatial data, using Global Positioning Systems (GPS) or digitizing techniques.

Routine CognitiveAI: 90Risk: 85.2Time: 6%

Meet with clients to discuss topics such as technical specifications, customized solutions, or operational problems.

Non-Routine InterpersonalAI: 20Risk: 23.0Time: 4%

Document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications.

Non-Routine AnalyticalAI: 75Risk: 57.0Time: 5%

Create, analyze, report, convert, or transfer data, using specialized applications program software.

Routine CognitiveAI: 85Risk: 83.2Time: 5%

Develop new applications for geospatial technology in areas such as farmland preservation, pollution measurement, or utilities operations management.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 4%

Design, program, or model Geographic Information Systems (GIS) applications or procedures.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 4%

Coordinate the development or administration of Geographic Information Systems (GIS) projects, including the development of technical priorities, client reporting and interface, or coordination and review of schedules and budgets.

Non-Routine InterpersonalAI: 25Risk: 25.0Time: 4%

Develop specialized computer software routines, internet-based Geographic Information Systems (GIS) databases, or business applications to customize geographic information.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 4%

Make recommendations regarding upgrades, considering implications of new or revised Geographic Information Systems (GIS) software, equipment, or applications.

Non-Routine AnalyticalAI: 55Risk: 49.0Time: 2%

Assist users in formulating Geographic Information Systems (GIS) requirements or understanding the implications of alternatives.

Non-Routine InterpersonalAI: 30Risk: 27.0Time: 3%

Create visual representations of geospatial data, using complex procedures such as analytical modeling, three-dimensional renderings, or plot creation.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 4%

Prepare training materials for, or make presentations to, Geographic Information Systems (GIS) users.

Non-Routine InterpersonalAI: 40Risk: 31.0Time: 2%

Coordinate or direct research or publication activities of technicians or related staff.

Non-Routine InterpersonalAI: 20Risk: 23.0Time: 2%

Provide technical support for computer-based Geographic Information Systems (GIS) mapping software.

Routine CognitiveAI: 85Risk: 83.2Time: 4%

Conduct feasibility studies or identify system, time, equipment, or cost requirements for projects.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 2%

Apply three-dimensional (3D) or four-dimensional (4D) technologies to geospatial data to allow for new or different analyses or applications.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 2%

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Career Planning

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