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Automation Risk Analysis

Will “Captain” be Automated?

Historical Context: Oxford Study (2013)

Ranked #204 of 702. Estimated risk: 18.0%

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AI Exposure Risk

56%

“Captain” 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

65%

“Captain” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 65% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Airline Pilots, Copilots, and Flight Engineers, 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, usually on scheduled air carrier routes, for the transport of passengers and cargo. Requires Federal Air Transport certificate and rating for specific aircraft type used. Includes regional, national, and international airline pilots and flight instructors of airline pilots.

Avg. Annual Salary $280,570
Available Jobs (US) 99,300
Job Title & Hierarchy Code (SOC) Airline Pilots, Copilots, and Flight Engineers #53-2011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Airline Pilots, Copilots, and Flight Engineers”

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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.

  • Perform minor maintenance work, or arrange for major maintenance.

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

  • Brief crews about flight details, such as destinations, duties, and responsibilities.

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

  • Monitor gauges, warning devices, and control panels to verify aircraft performance and to regulate engine speed.

  • Direct activities of aircraft crews during flights.

  • Check passenger and cargo distributions and fuel amounts to ensure that weight and balance specifications are met.

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

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

  • Confer with flight dispatchers and weather forecasters to keep abreast of flight conditions.

  • Instruct other pilots and student pilots in aircraft operations and the principles of flight.

  • File instrument flight plans with air traffic control to ensure that flights are coordinated with other air traffic.

  • Record in log books information, such as flight times, distances flown, and fuel consumption.

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

  • Work as part of a flight team with other crew members, especially during takeoffs and landings.

  • Respond to and report in-flight emergencies and malfunctions.

  • Inspect aircraft for defects and malfunctions, according to pre-flight checklists.

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

  • Steer aircraft along planned routes, using autopilot and flight management computers.

  • Make announcements regarding flights, using public address systems.

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

  • Evaluate other pilots or pilot-license applicants for proficiency.

  • Use instrumentation to guide flights when visibility is poor.

Technologies & Software

  • Kimi (Moonshot AI)
  • AeroPlanner
  • Electronic aircraft information databases
  • Microsoft Excel
  • Document Object Model DOM Scripting
  • doXstor Flight Level Logbook
  • Llama (Meta)
  • Gatik AI
  • Mistral (Mistral AI)
  • Waymo (Autonomous Driving)
  • Microsoft Office software
  • MJICCS PilotLog
  • Microsoft Outlook
  • Notam Development Group Airport Insight
  • DeepSeek
  • SBS International Maestro Suite
  • Polaris Microsystems AeroLog Pro
  • Skylog Services Skylog Pro
  • R
  • Navzilla
  • Microsoft PowerPoint
  • AirSmith FlightPrompt
  • Mobileye AI
  • Gemini (Google)
  • CoPilot Flight Planning & E6B
  • ChatGPT (OpenAI)
  • IFT-Pro
  • Qwen (Alibaba)
  • Tesla Autopilot
  • Nimblefeet Technologies Captain's Keeper
  • Polaris Microsystems CharterLog
  • Pilot Navigator Software Load Balance
  • Nova (Amazon)
  • RMS Technology Flitesoft
  • Microsoft Word
  • Claude (Anthropic)
  • Airline Pilots Daily Aviation Log PPC
  • Grok (xAI)
  • Project44 AI Logistics
  • Microsoft Visio
  • Fire extinguishers
  • Hydraulic pressure regulators
  • Landing gear control systems
  • Desktop computers
  • Ground proximity warning systems GPWS
  • Rudder trim knobs
  • High-frequency HF radio communication systems
  • Engine anti-ice systems
  • Attitude heading reference systems AHRS
  • Data load selectors
  • Autobrakes
  • Fuel control systems
  • Emergency exit slides
  • Pressurization control systems
  • Fire suppression and control systems
  • Wing anti-ice systems
  • Microwave landing systems MLS
  • Continuous flow emergency oxygen systems
  • Electric trim switches
  • Long range navigation LORAN-C systems
  • Transponder landing systems TLS
  • Digital communications display units DCDU
  • Aircraft data loaders
  • Pneumatics systems
  • Distance measuring equipment DME
  • Instrument landing system ILS localizers
  • Flight database systems
  • Hydraulic actuators
  • Yaw damper systems
  • Airborne collision avoidance systems ACAS
  • Rudder pedals
  • Personal digital assistants PDA
  • Notebook computers
  • Diluter demand emergency oxygen systems
  • Nosewheel steering systems
  • Flaps control levers
  • Emergency life rafts
  • Cockpit displays of traffic information CDTI
  • Manual trim wheels
  • Control wheels
  • Nondirectional radio beacon markers
  • On-board intercom systems
  • Radio frequency-based navigation and guidance systems
  • Autopilot systems
  • Windscreen ice control systems
  • Brake management systems
  • Point plotters
  • Inertial navigation systems INS
  • Brake pedals
  • Navigation mode selectors
  • Power generation and distribution control systems
  • Equipment cooling controls
  • Anti-skid control systems
  • Hydraulic control systems
  • Aileron trim switches
  • Automatic landing systems
  • Ultra high frequency UHF radio communication systems
  • Automatic direction finder ADF radio systems
  • Very high frequency VHF radio communication systems
  • Control display units CDU
  • Global positioning system GPS devices
  • Head-up guidance systems HGS
  • Very high frequency VHF direction finders
  • Recirculation control systems
  • Instrument landing system ILS glideslope receivers
  • Satellite-based navigation and guidance systems
  • Passenger oxygen control systems
  • Pressure demand emergency oxygen systems
  • Electronic flight instrument systems EFIS
  • Very high frequency omnidirectional range VOR systems