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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

  • Teach company regulations and procedures to other pilots.

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

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

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

  • 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.

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

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

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

  • Rescue and evacuate injured persons.

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

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

  • Use instrumentation to pilot aircraft when visibility is poor.

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

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

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

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

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

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

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

  • Supervise other crew members.

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

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

  • Instruct other pilots and student pilots in aircraft operations.

Technologies & Software

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