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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

  • 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.

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

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

  • Teach company regulations and procedures to other pilots.

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

  • Instruct other pilots and student pilots in aircraft operations.

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

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

  • Supervise other crew members.

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

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

  • 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.

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

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

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

  • Use instrumentation to pilot aircraft when visibility is poor.

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

  • Request changes in altitudes or routes as circumstances dictate.

  • Rescue and evacuate injured persons.

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

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

Technologies & Software

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