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Automation Risk Analysis

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

“Urban Air Mobility Technician (UAM 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

  • Use instrumentation to pilot aircraft when visibility is poor.

  • Request changes in altitudes or routes as circumstances dictate.

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

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

  • 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.

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

  • 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.

  • 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.

  • Supervise other crew members.

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

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

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

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

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

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

  • Rescue and evacuate injured persons.

  • 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.

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

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

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

Technologies & Software

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