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Automation Risk Analysis

Will “Mapping Pilot” be Automated?

Historical Context: Oxford Study (2013)

Ranked #314 of 702. Estimated risk: 55.0%

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AI Exposure Risk

59%

“Mapping 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%

“Mapping 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

  • 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.

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

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

  • Instruct other pilots and student pilots in aircraft operations.

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

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

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

  • Supervise other crew members.

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

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

  • Request changes in altitudes or routes as circumstances dictate.

  • 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.

  • Teach company regulations and procedures to other pilots.

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

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

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

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

  • Rescue and evacuate injured persons.

  • Use instrumentation to pilot aircraft when visibility is poor.

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

  • 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.

Technologies & Software

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