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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

  • Rescue and evacuate injured persons.

  • Request changes in altitudes or routes as circumstances dictate.

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

  • 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.

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

  • 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.

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

  • Instruct other pilots and student pilots in aircraft operations.

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

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

  • Teach company regulations and procedures to other pilots.

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

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

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

  • Use instrumentation to pilot aircraft when visibility is poor.

  • Supervise other crew members.

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

  • 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.

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

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

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

Technologies & Software

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