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Automation Risk Analysis

Will “Urban Air Mobility Operator (UAM Operator)” 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 Operator (UAM 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%

“Urban Air Mobility Operator (UAM 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

  • 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.

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

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

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

  • 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.

  • Request changes in altitudes or routes as circumstances dictate.

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

  • Use instrumentation to pilot aircraft when visibility is poor.

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

  • Rescue and evacuate injured persons.

  • 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.

  • Instruct other pilots and student pilots in aircraft operations.

  • Supervise other crew members.

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

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

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

  • 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.

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

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

  • Teach company regulations and procedures to other pilots.

Technologies & Software

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