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Automation Risk Analysis

Will “Advanced Air Mobility Technician (AAM Technician)” 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 Technician (AAM Technician)” 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 Technician (AAM Technician)” 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

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

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

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

  • 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.

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

  • Teach company regulations and procedures to other pilots.

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

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

  • 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.

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

  • 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.

  • Request changes in altitudes or routes as circumstances dictate.

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

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

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

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

  • Instruct other pilots and student pilots in aircraft operations.

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

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

  • Rescue and evacuate injured persons.

  • Supervise other crew members.

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

Technologies & Software

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