Will AI replace Fish and Game Wardens?

What this score means

Fish and Game Wardens is among the least exposed roles in Public Sector / Government. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 18 out of 100 it scores 7 points below the Public Sector / Government average of 25. Across the 3 sources behind this baseline, individual estimates run from 16 to 20, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Fish and Game Wardens, most central first, showing 12 of 24.

• 01Patrol assigned areas by car, boat, airplane, horse, or on foot to enforce game, fish, or boating laws or to manage wildlife programs, lakes, or land.
• 02Compile and present evidence for court actions.
• 03Investigate hunting accidents or reports of fish or game law violations.
• 04Protect and preserve native wildlife, plants, or ecosystems.
• 05Issue warnings or citations and file reports as necessary.
• 06Serve warrants and make arrests.
• 07Provide assistance to other local law enforcement agencies as required.
• 08Promote or provide hunter or trapper safety training.
• 09Participate in search-and-rescue operations.
• 10Arrange for disposition of fish or game illegally taken or possessed.
• 11Seize equipment used in fish and game law violations.
• 12Address schools, civic groups, sporting clubs, or the media to disseminate information concerning wildlife conservation and regulations.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 3 research sources that scored Fish and Game Wardens for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
• 02GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
• 03AI Occupational Exposure to Language Modeling · 2023

Also covers

Community Resource Officer · Conservation Enforcement Officer · Conservation Officer · District Resource Officer · Environmental Conservation Officer · Fish Warden · Fish and Game Warden · Fish and Wildlife Warden and related titles

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