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Automation Risk Analysis

Will “Flight Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #314 of 702. Estimated risk: 55.0%

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AI Exposure Risk

59%

“Flight Operator” 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%

“Flight Operator” 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

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

  • Teach company regulations and procedures to other pilots.

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

  • 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.

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

  • 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.

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

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

  • Rescue and evacuate injured persons.

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

  • Use instrumentation to pilot aircraft when visibility is poor.

  • Request changes in altitudes or routes as circumstances dictate.

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

  • Supervise other crew members.

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

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

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

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

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

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

  • 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.

Technologies & Software

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