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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.

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

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

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

  • 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.

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

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

  • Rescue and evacuate injured persons.

  • Supervise other crew members.

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

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

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

  • Request changes in altitudes or routes as circumstances dictate.

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

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

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

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

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

  • 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.

  • Instruct other pilots and student pilots in aircraft operations.

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

  • Teach company regulations and procedures to other pilots.

Technologies & Software

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