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Automation Risk Analysis

Will “Aerial Advertiser” be Automated?

Historical Context: Oxford Study (2013)

Ranked #314 of 702. Estimated risk: 55.0%

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AI Exposure Risk

59%

“Aerial Advertiser” 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%

“Aerial Advertiser” 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

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

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

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

  • Teach company regulations and procedures to other pilots.

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

  • Request changes in altitudes or routes as circumstances dictate.

  • 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.

  • Rescue and evacuate injured persons.

  • 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.

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

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

  • Use instrumentation to pilot aircraft when visibility is poor.

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

  • 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.

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

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

  • Supervise other crew members.

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

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

  • Instruct other pilots and student pilots in aircraft operations.

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

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

Technologies & Software

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