Moderate AI Risk

    Will AI Replace Air Crew Members?

    Air Crew Members face a 53% AI exposure score with a 26% displacement probability. Core tasks in public Safety and Security, telecommunications, and problem Sensitivity are increasingly automatable, though equipment Maintenance and rate Control provide partial protection.

    O*NET Code: 55-3011.00 · Data from O*NET & BLS · Updated March 2026
    AI Exposure Score
    53.0
    out of 100
    Displacement Prob.
    26%
    low displacement
    Augmentation
    23%
    AI assists, not replaces
    Confidence
    63%
    analysis confidence
    AI Exposure ScoreA 0–100 scale measuring the overall vulnerability of this role's required skills, knowledge, and abilities.
    Displacement Prob.The estimated likelihood that AI could fully automate and replace the core functions of this occupation.
    AugmentationThe probability that AI will serve as a supportive tool to enhance the worker's productivity rather than replace them.
    ConfidenceThe statistical reliability of these predictions, based on how closely the role's skills map to direct AI benchmarks.
    0 — Safe25 — Low50 — Moderate75 — High100 — Critical

    This occupation scores above the national average of 48/100 by 5 points. The primary risk comes from AI's strong performance in complex problem solving and coding software, representing core functions of this role. The absence of physical presence or social interaction requirements increases overall exposure.

    Skill-Level Analysis

    Which skills are most at risk?

    Each skill in this occupation analyzed against current AI benchmarks. Higher scores = higher AI exposure.

    Operations Monitoring
    Watching gauges, dials, or other indicators to make sure a machine is working properly.
    83
    Medium displacement
    Benchmark: AA Intelligence + AA Coding (data proxy)
    Problem Sensitivity
    The ability to tell when something is wrong or is likely to go wrong. It does not involve solving the problem, only recognizing that there is a problem.
    81.3
    High displacement
    Benchmark: AA Intelligence Index
    Monitoring
    Monitoring/Assessing performance of yourself, other individuals, or organizations to make improvements or take corrective action.
    77.1
    Medium displacement
    Benchmark: AA Intelligence + AA Coding (data proxy)
    Oral Comprehension
    The ability to listen to and understand information and ideas presented through spoken words and sentences.
    73.8
    Medium displacement
    Benchmark: MMLU-Pro
    Selective Attention
    The ability to concentrate on a task over a period of time without being distracted.
    71.1
    Medium displacement
    Benchmark: AA Intelligence + AA Coding (data proxy)
    Active Listening
    Giving full attention to what other people are saying, taking time to understand the points being made, asking questions as appropriate, and not interrupting at inappropriate times.
    70.9
    Medium displacement
    Benchmark: MMLU-Pro
    Information Ordering
    The ability to arrange things or actions in a certain order or pattern according to a specific rule or set of rules (e.g., patterns of numbers, letters, words, pictures, mathematical operations).
    68.3
    Medium displacement
    Benchmark: AA Intelligence + AA Coding (data proxy)
    Number Facility
    The ability to add, subtract, multiply, or divide quickly and correctly.
    62.5
    High displacement
    Benchmark: MATH-500
    Mathematics
    Using mathematics to solve problems.
    59.5
    High displacement
    Benchmark: MATH-500
    Operation and Control
    Controlling operations of equipment or systems.
    12.4
    Physical barrier
    Benchmark: Estimated
    Manual Dexterity
    The ability to quickly move your hand, your hand together with your arm, or your two hands to grasp, manipulate, or assemble objects.
    10.1
    Physical barrier
    Benchmark: Estimated
    Gross Body Coordination
    The ability to coordinate the movement of your arms, legs, and torso together when the whole body is in motion.
    9.6
    Physical barrier
    Benchmark: Estimated
    Equipment Maintenance
    Performing routine maintenance on equipment and determining when and what kind of maintenance is needed.
    9.2
    Physical barrier
    Benchmark: Estimated
    What This Means

    The bottom line for Air Crew Members

    What's most at risk

    The role's most exposed skills, specifically Public Safety and Security, Telecommunications, Problem Sensitivity, reach up to 93.8/100 on AI exposure. AI systems already match or exceed human performance on AA Intelligence Index, directly targeting these core competencies.

    Limited natural protection

    This role has no strong physical presence or social interaction requirements, which are the two most reliable barriers to automation. It is predominantly knowledge-based and remote-compatible, which increases overall AI exposure. Workers should proactively build leadership, ethical judgment, and relationship-management capabilities as an active defence against displacement.

    Skills that remain safe

    Equipment Maintenance (9.2/100), Rate Control (9.2/100), Gross Body Coordination (9.6/100) are protected by physical or social barriers AI cannot replicate. Workers who lean into these human-centric capabilities will be well positioned as higher-exposure tasks shift to AI.

    How this compares

    At 53/100, Air Crew Members rank above the national average of 48/100. The role sits among the top 50% most AI-exposed occupations.

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    FAQ

    Common questions about Air Crew Members and AI

    Will AI completely replace this occupation?

    Replacement is unlikely in the near term. The 26% displacement probability reflects a role where AI assists more than replaces across most dimensions. The greater risk may be workers displaced from higher-exposure roles competing for these positions; therefore, staying sharp on the skills AI can't replicate remains worthwhile.

    When will AI start affecting this job?

    It's already happening. AI tools capable of handling public Safety and Security and telecommunications are widely deployed in enterprise software today. The question isn't if, but how quickly the remaining positions consolidate. Employment projections for this occupational category reflect continued pressure over the next decade.

    What skills should I develop to stay relevant?

    Your strongest assets are Equipment Maintenance and Rate Control, representing the lowest-exposure capabilities in this profile. Double down on them. Beyond that, invest in AI tool fluency: workers who know how to direct, verify, and extend AI outputs will capture the productivity upside rather than compete against it.

    What careers can I switch to with my current skills?

    Use PathScorer to map your specific skills against 923 occupations and identify roles with better AI risk profiles. It takes 2 minutes and is free. Start here.

    How is this AI risk score calculated?

    We analyse each occupation's O*NET skill profile, covering 35+ dimensions across knowledge areas, skills, and abilities, and benchmark each against current AI capabilities (MMLU-Pro for language comprehension, τ-bench v2 for task completion, MATH-500 for mathematical reasoning, LiveCodeBench for coding, and others). Each dimension is weighted by its O*NET importance score for the occupation. Physical presence requirements and social interaction levels from O*NET work context data are also factored in. Scores are updated weekly as new AI benchmarks are published. See the full methodology →

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    Methodology: AI exposure scores are calculated by analyzing O*NET occupational skill profiles against current AI capability benchmarks. Skill importance and level data from O*NET 28.1. Employment and salary data from the Bureau of Labor Statistics Occupational Employment and Wage Statistics (OEWS). AI benchmarks include MMLU-Pro (language comprehension), τ-bench v2 (task completion), SWE-bench (code generation), and others. Physical presence and social interaction factors are derived from O*NET work context data. Scores are updated quarterly as new AI benchmarks are published. See full methodology →
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