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Automation Risk Analysis

Will “Ground Control Approach Technician (GCA Technician)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #178 of 702. Estimated risk: 11.0%

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AI Exposure Risk

57%

“Ground Control Approach Technician (GCA Technician)” 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%

“Ground Control Approach Technician (GCA Technician)” 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

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

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

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

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

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

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

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

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

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

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

  • Issue landing and take-off authorizations or instructions.

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

  • Determine the timing or procedures for flight vector changes.

  • Initiate or coordinate searches for missing aircraft.

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

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

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

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

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

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

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

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

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

Technologies & Software

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