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Automation Risk Analysis

Will “Advanced Air Mobility Operator (AAM Operator)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #314 of 702. Estimated risk: 55.0%

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AI Exposure Risk

59%

“Advanced Air Mobility Operator (AAM Operator)” 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%

“Advanced Air Mobility Operator (AAM Operator)” 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 aircraft prior to flights to ensure that the engines, controls, instruments, and other systems are functioning properly.

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

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

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

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

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

  • 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.

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

  • Use instrumentation to pilot aircraft when visibility is poor.

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

  • Supervise other crew members.

  • Request changes in altitudes or routes as circumstances dictate.

  • Teach company regulations and procedures to other pilots.

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

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

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

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

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

  • 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.

  • Rescue and evacuate injured persons.

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

  • Instruct other pilots and student pilots in aircraft operations.

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

Technologies & Software

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