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Automation Risk Analysis

Will “Maintenance Test Pilot” be Automated?

Historical Context: Oxford Study (2013)

Ranked #314 of 702. Estimated risk: 55.0%

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AI Exposure Risk

59%

“Maintenance Test 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%

“Maintenance Test 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

  • 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.

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

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

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

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

  • 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.

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

  • Rescue and evacuate injured persons.

  • Request changes in altitudes or routes as circumstances dictate.

  • Supervise other crew members.

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

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

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

  • Teach company regulations and procedures to other pilots.

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

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

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

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

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

  • Use instrumentation to pilot aircraft when visibility is poor.

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

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

  • Instruct other pilots and student pilots in aircraft operations.

Technologies & Software

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