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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

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

  • Supervise other crew members.

  • 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.

  • 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.

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

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

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

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

  • Request changes in altitudes or routes as circumstances dictate.

  • Teach company regulations and procedures to other pilots.

  • 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.

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

  • 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.

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

  • 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.

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

  • Instruct other pilots and student pilots in aircraft operations.

  • Use instrumentation to pilot aircraft when visibility is poor.

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

Technologies & Software

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