Low AI Risk

    Will AI Replace Fishing and Hunting Workers?

    Fishing and Hunting Workers are more likely to see AI enhance their work than replace it, with a 18% augmentation probability vs. only 17% displacement. Core capabilities like manual Dexterity, control Precision, and multilimb Coordination remain firmly human-led, while geography and problem Sensitivity increasingly see AI assistance. Physical presence requirements and high social interaction provide partial protection.

    O*NET Code: 45-3031.00 · Data from O*NET & BLS · Updated March 2026
    AI Exposure Score
    23.6
    out of 100
    Displacement Prob.
    17%
    low displacement
    Augmentation
    18%
    AI assists, not replaces
    Confidence
    55%
    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 below the national average of 48/100 by 24.4 points. The role's strength lies in Manual Dexterity and Control Precision, which are capabilities that AI consistently struggles to replicate. However, physical presence and high social interaction requirements provide meaningful protection.

    Skill-Level Analysis

    Which skills are most at risk?

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

    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.
    59.5
    High displacement
    Benchmark: AA Intelligence Index
    Inductive Reasoning
    The ability to combine pieces of information to form general rules or conclusions (includes finding a relationship among seemingly unrelated events).
    59.5
    High displacement
    Benchmark: AA Intelligence Index
    Spatial Orientation
    The ability to know your location in relation to the environment or to know where other objects are in relation to you.
    57.2
    Augmentation
    Benchmark: AA Intelligence (visual proxy)
    Deductive Reasoning
    The ability to apply general rules to specific problems to produce answers that make sense.
    56.3
    High displacement
    Benchmark: AA Math Index
    Oral Comprehension
    The ability to listen to and understand information and ideas presented through spoken words and sentences.
    55.5
    High displacement
    Benchmark: LCR
    Oral Expression
    The ability to communicate information and ideas in speaking so others will understand.
    55.5
    High displacement
    Benchmark: LCR
    Far Vision
    The ability to see details at a distance.
    48.4
    Augmentation
    Benchmark: AA Intelligence (visual proxy)
    Flexibility of Closure
    The ability to identify or detect a known pattern (a figure, object, word, or sound) that is hidden in other distracting material.
    44
    Augmentation
    Benchmark: AA Intelligence (visual proxy)
    Near Vision
    The ability to see details at close range (within a few feet of the observer).
    44
    Augmentation
    Benchmark: AA Intelligence (visual proxy)
    Depth Perception
    The ability to judge which of several objects is closer or farther away from you, or to judge the distance between you and an object.
    39.6
    Augmentation
    Benchmark: AA Intelligence (visual proxy)
    Static Strength
    The ability to exert maximum muscle force to lift, push, pull, or carry objects.
    9.6
    Physical barrier
    Benchmark: Estimated
    Trunk Strength
    The ability to use your abdominal and lower back muscles to support part of the body repeatedly or continuously over time without "giving out" or fatiguing.
    9.2
    Physical barrier
    Benchmark: Estimated
    Arm-Hand Steadiness
    The ability to keep your hand and arm steady while moving your arm or while holding your arm and hand in one position.
    8.8
    Physical barrier
    Benchmark: Estimated
    What This Means

    The bottom line for Fishing and Hunting Workers

    What's most at risk

    The role's most exposed skills, specifically Geography, Problem Sensitivity, Inductive Reasoning, reach up to 61.3/100 on AI exposure. AI systems already match or exceed human performance on AA Intelligence Index, directly targeting these core competencies.

    What provides partial protection

    This role requires physical presence and involves high social interaction, such as coordinating with teams, building client trust, and navigating interpersonal dynamics in real time. These human-centric demands are significantly harder to automate and will persist even as the technical components of the role shift to AI.

    Skills that remain safe

    Manual Dexterity (8.3/100), Control Precision (8.3/100), Multilimb Coordination (8.3/100) are protected by physical or social barriers AI cannot replicate. Depth Perception and Flexibility of Closure also sit in the augmentation zone. Workers who lean into these human-centric capabilities will be well positioned as higher-exposure tasks shift to AI.

    How this compares

    At 23.6/100, Fishing and Hunting Workers rank below the national average of 48/100. Among the lower-risk occupations in this cluster, safer than Meat, Poultry, and Fish Cutters and Trimmers (19.8/100). The role sits among the bottom 30% least AI-exposed occupations.

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    Lower-Risk Alternatives

    Careers that use similar skills with less AI risk

    Based on skill overlap analysis — these occupations share core competencies with Fishing and Hunting Workers but have significantly lower automation exposure.

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    FAQ

    Common questions about Fishing and Hunting Workers and AI

    Will AI completely replace this occupation?

    Outright replacement is unlikely. With a 18% augmentation probability and only 17% displacement probability, AI is far more likely to enhance this role than eliminate it. Workers who actively adopt AI tools will find their productivity and professional value increase, rather than decrease, as the technology matures.

    When will AI start affecting this job?

    Not imminently. The skills central to this role — especially Manual Dexterity and Control Precision — remain genuinely difficult for AI to automate. The more relevant near-term shift is AI becoming a standard productivity tool that workers in this field are expected to use fluently.

    What skills should I develop to stay relevant?

    Your strongest assets are Manual Dexterity and Control Precision, 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?

    Your skills transfer well to roles like Farmworkers and Laborers, Crop, Nursery, and Greenhouse (4.5/100 AI risk, 100% skill overlap), Laborers and Freight, Stock, and Material Movers, Hand (17.3/100 AI risk, 100% skill overlap), and Industrial Truck and Tractor Operators (19.7/100 AI risk, 100% skill overlap). PathScorer can analyse your full profile and surface even more personalised matches. Try it free 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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