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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

  • Teach company regulations and procedures to other pilots.

  • Request changes in altitudes or routes as circumstances dictate.

  • 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.

  • Use instrumentation to pilot aircraft when visibility is poor.

  • 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.

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

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

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

  • 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.

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

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

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

  • Instruct other pilots and student pilots in aircraft operations.

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

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

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

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

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

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

  • Rescue and evacuate injured persons.

Technologies & Software

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