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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

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

  • Use instrumentation to pilot aircraft when visibility is poor.

  • 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.

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

  • 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.

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

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

  • Instruct other pilots and student pilots in aircraft operations.

  • 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.

  • Teach company regulations and procedures to other pilots.

  • 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.

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

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

  • Request changes in altitudes or routes as circumstances dictate.

  • Rescue and evacuate injured persons.

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

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

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

  • Supervise other crew members.

Technologies & Software

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