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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

  • Rescue and evacuate injured persons.

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

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

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

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

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

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

  • 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.

  • Instruct other pilots and student pilots in aircraft operations.

  • Teach company regulations and procedures to other pilots.

  • 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.

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

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

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

  • Request changes in altitudes or routes as circumstances dictate.

  • 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.

  • 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.

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

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

  • Supervise other crew members.

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

Technologies & Software

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