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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

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

  • Supervise other crew members.

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

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

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

  • Instruct other pilots and student pilots in aircraft operations.

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

  • Teach company regulations and procedures to other pilots.

  • Request changes in altitudes or routes as circumstances dictate.

  • Use instrumentation to pilot aircraft when visibility is poor.

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

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

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

  • 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.

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

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

  • Rescue and evacuate injured persons.

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

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

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

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

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

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

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

Technologies & Software

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