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Automation Risk Analysis

Will “Community Resource Officer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #160 of 702. Estimated risk: 8.0%

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AI Exposure Risk

47%

“Community Resource Officer” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 47% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

51%

“Community Resource Officer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 51% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Fish and Game Wardens, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Patrol assigned area to prevent fish and game law violations. Investigate reports of damage to crops or property by wildlife. Compile biological data.

Avg. Annual Salary $67,990
Avg. Hourly Wage $32.69
Available Jobs (US) 6,420
Job Title & Hierarchy Code (SOC) Fish and Game Wardens #33-3031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Fish and Game Wardens”

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Core Skills & Abilities

  • Promote or provide hunter or trapper safety training.

  • Supervise the activities of seasonal workers.

  • Protect and preserve native wildlife, plants, or ecosystems.

  • Design or implement control measures to prevent or counteract damage caused by wildlife or people.

  • Collect and report information on populations or conditions of fish and wildlife in their habitats, availability of game food or cover, or suspected pollution.

  • Recommend revisions in hunting and trapping regulations or in animal management programs so that wildlife balances or habitats can be maintained.

  • Seize equipment used in fish and game law violations.

  • Survey areas and compile figures of bag counts of hunters to determine the effectiveness of control measures.

  • Serve warrants and make arrests.

  • Issue licenses, permits, or other documentation.

  • Investigate hunting accidents or reports of fish or game law violations.

  • Compile and present evidence for court actions.

  • Perform facilities maintenance work, such as constructing or repairing structures or controlling weeds or pests.

  • Address schools, civic groups, sporting clubs, or the media to disseminate information concerning wildlife conservation and regulations.

  • Participate in firefighting efforts.

  • Document the extent of crop, property, or habitat damage and make financial loss estimates or compensation recommendations.

  • Participate in search-and-rescue operations.

  • Patrol 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.

  • Arrange for disposition of fish or game illegally taken or possessed.

  • Issue warnings or citations and file reports as necessary.

  • Investigate crop, property, or habitat damage or destruction or instances of water pollution to determine causes and to advise property owners of preventive measures.

  • Provide advice or information to park or reserve visitors.

  • Inspect commercial operations relating to fish or wildlife, recreation, or protected areas.

  • Provide assistance to other local law enforcement agencies as required.

Technologies & Software

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  • Axon AI
  • Web browser software
  • Palantir AI
  • ChatGPT (OpenAI)
  • Puppet
  • Database software
  • Spreadsheet software
  • Mapping software
  • Microsoft PowerPoint
  • Swift
  • Microsoft Office software
  • Customer relationship management CRM software
  • Perplexity AI
  • Word processing software
  • Horse saddles
  • Personal computers
  • .40 caliber semi-automatic pistols
  • Two way radios
  • Blood collection kits
  • 12-gauge shotguns
  • Digital camcorders
  • Sport fishing reels
  • Canoes
  • Metal handcuffs
  • Police rifles
  • Deoxyribonucleic acid DNA collection kits
  • Jet propulsion motor boats
  • Sport fishing nets
  • Necropsy equipment
  • Surveillance binoculars
  • Tranquilizer guns
  • Night vision scopes
  • Shotguns
  • Geodetic ground global positioning system GPS receivers
  • Sonar equipment
  • Digital cameras
  • Airboats
  • Horse bridles
  • Jet skis
  • Animal traps
  • Emergency first aid kits
  • Desktop computers
  • Patrol boats
  • Side-handle batons
  • Four wheel drive 4WD vehicles
  • Semiautomatic rifles
  • Snowmobiles
  • Fingerprint evidence kits
  • Infrared cameras
  • Noise meters
  • Service revolvers
  • All terrain vehicles ATV
  • Military rifles
  • Impression casting kits
  • Pepper spray