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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

  • Request changes in altitudes or routes as circumstances dictate.

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

  • 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.

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

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

  • Teach company regulations and procedures to other pilots.

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

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

  • Instruct other pilots and student pilots in aircraft operations.

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

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

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

  • Supervise other crew members.

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

  • Use instrumentation to pilot aircraft when visibility is poor.

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

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

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

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

  • 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.

  • Rescue and evacuate injured persons.

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

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

Technologies & Software

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