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Automation Risk Analysis

Will “Flight Service Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #178 of 702. Estimated risk: 11.0%

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AI Exposure Risk

57%

“Flight Service Specialist” 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 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

43%

“Flight Service Specialist” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 43% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Air Traffic Controllers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Control air traffic on and within vicinity of airport, and movement of air traffic between altitude sectors and control centers, according to established procedures and policies. Authorize, regulate, and control commercial airline flights according to government or company regulations to expedite and ensure flight safety.

Avg. Annual Salary $142,740
Avg. Hourly Wage $68.62
Available Jobs (US) 22,400
Job Title & Hierarchy Code (SOC) Air Traffic Controllers #53-2021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Air Traffic Controllers”

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Core Skills & Abilities

  • Transfer control of departing flights to traffic control centers and accept control of arriving flights.

  • Review records or reports for clarity and completeness and maintain records or reports, as required under federal law.

  • Organize flight plans or traffic management plans to prepare for planes about to enter assigned airspace.

  • Provide flight path changes or directions to emergency landing fields for pilots traveling in bad weather or in emergency situations.

  • Contact pilots by radio to provide meteorological, navigational, or other information.

  • Direct pilots to runways when space is available or direct them to maintain a traffic pattern until there is space for them to land.

  • Compile information about flights from flight plans, pilot reports, radar, or observations.

  • Initiate or coordinate searches for missing aircraft.

  • Direct ground traffic, including taxiing aircraft, maintenance or baggage vehicles, or airport workers.

  • Maintain radio or telephone contact with adjacent control towers, terminal control units, or other area control centers to coordinate aircraft movement.

  • Inform pilots about nearby planes or potentially hazardous conditions, such as weather, speed and direction of wind, or visibility problems.

  • Monitor or direct the movement of aircraft within an assigned air space or on the ground at airports to minimize delays and maximize safety.

  • Inspect, adjust, or control radio equipment or airport lights.

  • Alert airport emergency services in cases of emergency or when aircraft are experiencing difficulties.

  • Relay air traffic information, such as courses, altitudes, or expected arrival times, to control centers.

  • Determine the timing or procedures for flight vector changes.

  • Check conditions and traffic at different altitudes in response to pilots' requests for altitude changes.

  • Monitor aircraft within a specific airspace, using radar, computer equipment, or visual references.

  • Analyze factors such as weather reports, fuel requirements, or maps to determine air routes.

  • Conduct pre-flight briefings on weather conditions, suggested routes, altitudes, indications of turbulence, or other flight safety information.

  • Provide on-the-job training to new air traffic controllers.

  • Issue landing and take-off authorizations or instructions.

  • Complete daily activity reports and keep records of messages from aircraft.

Technologies & Software

  • Center TRACON automation systems CTAS
  • Mobileye AI
  • Flight simulation software
  • Kimi (Moonshot AI)
  • Microsoft Outlook
  • Enterprise resource planning ERP software
  • Gemini (Google)
  • SAP software
  • Project44 AI Logistics
  • Really Simple Syndication RSS
  • Microsoft Access
  • Microsoft Excel
  • Microsoft Word
  • Microsoft PowerPoint
  • Direct-to-tool software
  • Nova (Amazon)
  • Expedite departure path EDP software
  • Tesla Autopilot
  • En route descent advisor EDA
  • Traffic management advisor TMA software
  • Claude (Anthropic)
  • Grok (xAI)
  • Adobe Acrobat
  • ChatGPT (OpenAI)
  • Qwen (Alibaba)
  • Llama (Meta)
  • Gatik AI
  • Mistral (Mistral AI)
  • Final approach spacing tool FAST
  • Automated radar terminal systems ARTS
  • DeepSeek
  • Waymo (Autonomous Driving)
  • Multi-center traffic management advisor McTMA
  • Microsoft Office software
  • Advanced technologies and oceanic procedures ATOP
  • Airport surveillance radar ASR systems
  • Frequency modulation FM two way radios
  • Binoculars
  • Desktop computers
  • Air route surveillance radar ARSR systems
  • Long range navigation systems LRNS
  • Automatic direction finder ADF radio systems
  • Wide area augmentation systems WAAS
  • Precision runway monitor PRM
  • Controller pilot datalink communication CPDC systems
  • Mainframe computers
  • High frequency HF radio communications systems
  • Very high frequency VHF radio communication systems
  • Airport surface detection equipment ASDE systems
  • Nondirectional radio beacon markers
  • Personal computers
  • Digital airport surveillance radar DASR systems
  • Distance measuring equipment DME
  • Standard terminal automation replacement systems STARS
  • Microwave landing systems MLS
  • Area navigation RNAV systems
  • Flight simulators
  • Differential global positioning system DGPS surveillance systems
  • Mode S radar systems
  • Global positioning system GPS surveillance systems
  • Local area augmentation systems LAAS
  • Ultra high frequency UHF radio communication systems
  • Transponder landing systems TLS