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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

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

  • Use instrumentation to pilot aircraft when visibility is poor.

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

  • Rescue and evacuate injured persons.

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

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

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

  • 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.

  • Instruct other pilots and student pilots in aircraft operations.

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

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

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

  • 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.

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

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

  • Teach company regulations and procedures to other pilots.

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

  • Request changes in altitudes or routes as circumstances dictate.

  • Supervise other crew members.

  • 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.

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

Technologies & Software

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