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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

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

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

  • Supervise other crew members.

  • Instruct other pilots and student pilots in aircraft operations.

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

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

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

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

  • 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.

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

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

  • 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.

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

  • Use instrumentation to pilot aircraft when visibility is poor.

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

  • Request changes in altitudes or routes as circumstances dictate.

  • 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.

  • 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.

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

  • Rescue and evacuate injured persons.

  • Teach company regulations and procedures to other pilots.

Technologies & Software

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