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Automation Risk Analysis

Will “Agricultural Pilot” be Automated?

Historical Context: Oxford Study (2013)

Ranked #314 of 702. Estimated risk: 55.0%

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AI Exposure Risk

59%

“Agricultural Pilot” will maybe 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 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

62%

“Agricultural Pilot” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 62% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Commercial Pilots, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Pilot and navigate the flight of fixed-wing aircraft on nonscheduled air carrier routes, or helicopters. Requires Commercial Pilot certificate. Includes charter pilots with similar certification, and air ambulance and air tour pilots. Excludes regional, national, and international airline pilots.

Avg. Annual Salary $142,960
Available Jobs (US) 51,830
Job Title & Hierarchy Code (SOC) Commercial Pilots #53-2012
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Commercial Pilots”

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Core Skills & Abilities

  • Check baggage or cargo to ensure that it has been loaded correctly.

  • Rescue and evacuate injured persons.

  • Choose routes, altitudes, and speeds that will provide the fastest, safest, and smoothest flights.

  • Plan and formulate flight activities and test schedules and prepare flight evaluation reports.

  • Start engines, operate controls, and pilot airplanes to transport passengers, mail, or freight according to flight plans, regulations, and procedures.

  • Check aircraft prior to flights to ensure that the engines, controls, instruments, and other systems are functioning properly.

  • File instrument flight plans with air traffic control so that flights can be coordinated with other air traffic.

  • Use instrumentation to pilot aircraft when visibility is poor.

  • Instruct other pilots and student pilots in aircraft operations.

  • Perform minor aircraft maintenance and repair work, or arrange for major maintenance.

  • Coordinate flight activities with ground crews and air traffic control, and inform crew members of flight and test procedures.

  • Plan flights according to government and company regulations, using aeronautical charts and navigation instruments.

  • Contact control towers for takeoff clearances, arrival instructions, and other information, using radio equipment.

  • Request changes in altitudes or routes as circumstances dictate.

  • Conduct in-flight tests and evaluations at specified altitudes and in all types of weather to determine the receptivity and other characteristics of equipment and systems.

  • Co-pilot aircraft or perform captain's duties, as required.

  • Order changes in fuel supplies, loads, routes, or schedules to ensure safety of flights.

  • Monitor engine operation, fuel consumption, and functioning of aircraft systems during flights.

  • Obtain and review data such as load weights, fuel supplies, weather conditions, and flight schedules to determine flight plans and identify needed changes.

  • Teach company regulations and procedures to other pilots.

  • Fly with other pilots or pilot-license applicants to evaluate their proficiency.

  • Consider airport altitudes, outside temperatures, plane weights, and wind speeds and directions to calculate the speed needed to become airborne.

  • Write specified information in flight records, such as flight times, altitudes flown, and fuel consumption.

  • Supervise other crew members.

Technologies & Software

  • Mobileye AI
  • Airline Pilots Daily Aviation Log PPC
  • Gatik AI
  • MJICCS PilotLog
  • Adobe Creative Cloud software
  • Project44 AI Logistics
  • Pix4D Pix4Dmapper
  • ChatGPT (OpenAI)
  • Standard generalized markup language SGML
  • CloudCompare
  • Llama (Meta)
  • FLIR Thermal Studio Suite
  • Gemini (Google)
  • Kitty Hawk
  • Waymo (Autonomous Driving)
  • Calibration software
  • Nova (Amazon)
  • OpenDroneMap
  • Polaris Microsystems AeroLog Pro
  • AirSmith FlightPrompt
  • Airdata
  • ESRI Site Scan for ArcGIS
  • Qwen (Alibaba)
  • Skylog Services Skylog Pro
  • Flight simulation software
  • ArduPilot Mission Planner
  • Pilot Navigator Software Load Balance
  • Microsoft Office software
  • SBS International Maestro Suite
  • Claude (Anthropic)
  • Aeronautical charts
  • LP360
  • Litchi
  • Mistral (Mistral AI)
  • Electronic aircraft information databases
  • RMS Technology Flitesoft
  • Polaris Microsystems CharterLog
  • Pix4D Pix4Dcapture
  • AeroPlanner
  • Kimi (Moonshot AI)
  • Navzilla
  • Tesla Autopilot
  • DeepSeek
  • Notam Development Group Airport Insight
  • UgCS
  • doXstor Flight Level Logbook
  • Nimblefeet Technologies Captain's Keeper
  • Grok (xAI)
  • Power generation and distribution control systems
  • Electronic flight instrument systems EFIS
  • Head-up guidance systems HGS
  • Fuel control systems
  • DroneLogbook
  • Power brake systems
  • Very high frequency omnidirectional range VOR systems
  • DroneDeploy
  • Cockpit displays of traffic information CDTI
  • Long range navigation systems LRNS
  • Power generators
  • Continuous flow emergency oxygen systems
  • Local area augmentation system LAAS receivers
  • Air data computers
  • Recirculation control systems
  • Very high frequency VHF radio communication systems
  • Fire suppression and control systems
  • Plotters
  • Mechanical nose wheel steering systems
  • Desktop computers
  • Electro-hydraulic control systems
  • Autopilot systems
  • Flight management systems FMS
  • High frequency HF radio communication systems
  • Instrument landing system ILS localizers
  • Multimeters
  • Ultra high frequency UHF radio communication systems
  • Instrument landing system ILS receivers
  • Emergency pressurization systems
  • Anti-skid systems
  • Portable collision avoidance systems PCAS
  • Laptop computers
  • Handheld calculators
  • Global positioning system GPS devices
  • Emergency exit slides
  • Tablet computers
  • Distance measuring equipment DME
  • Digital communications display units DCDU
  • Hard hats
  • Safety cones
  • Ground proximity warning systems GPWS
  • Yaw damper systems
  • Vise grip pliers
  • Wing anti-ice systems
  • Air conditioning systems
  • Landing pad
  • Reflective vests
  • Spectrum analyzers
  • Navigation mode selectors
  • Engine fire extinguishing systems
  • Automatic direction finder ADF radio systems
  • Stability augmentation systems SAS
  • Air pressurization systems
  • Transponder landing systems TLS
  • Hydraulic landing gear systems
  • Flight simulators
  • Flight director FD systems
  • Engine fire detection systems
  • Autobrakes
  • Battery chargers
  • Automatic landing systems
  • Traffic alert and collision avoidance system TCAS
  • Fixed wing unmanned aerial vehicles UAV
  • Channel lock pliers
  • Oil filter wrenches
  • Ground control targets
  • Multipurpose fire extinguishers
  • Simlat
  • Personal computers
  • Windscreen ice control systems
  • Inertial navigation systems INS
  • Digital multimeters
  • Multi-rotor unmanned aerial vehicles UAV
  • Anemometers
  • Passenger oxygen control systems
  • Engine indicating and crew alerting systems EICAS
  • De-icing equipment
  • Emergency life rafts
  • DJI GS Pro
  • Oil filter pliers
  • Airfield lighting equipment
  • Pneumatic emergency brake systems
  • Microwave landing system MLS receivers
  • On-board intercom systems
  • Personal digital assistants PDA
  • Nondirectional radio beacon markers
  • Equipment cooling controls
  • Airborne collision avoidance systems ACAS
  • Engine anti-icing equipment