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Automation Risk Analysis

Will “Urban Air Mobility Pilot (UAM Pilot)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #314 of 702. Estimated risk: 55.0%

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AI Exposure Risk

59%

“Urban Air Mobility Pilot (UAM Pilot)” 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%

“Urban Air Mobility Pilot (UAM Pilot)” 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

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

  • 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.

  • Supervise other crew members.

  • 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.

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

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

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

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

  • Instruct other pilots and student pilots in aircraft operations.

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

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

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

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

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

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

  • 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.

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

  • Use instrumentation to pilot aircraft when visibility is poor.

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

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

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

Technologies & Software

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