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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

  • Instruct other pilots and student pilots in aircraft operations.

  • 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.

  • 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.

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

  • Rescue and evacuate injured persons.

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

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

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

  • 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.

  • Use instrumentation to pilot aircraft when visibility is poor.

  • Supervise other crew members.

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

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

  • File instrument flight plans with air traffic control so that flights can be coordinated with other air traffic.

  • Teach company regulations and procedures to other pilots.

  • 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.

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

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

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

  • Request changes in altitudes or routes as circumstances dictate.

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

Technologies & Software

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