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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

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

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

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

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

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

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

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

  • Determine the timing or procedures for flight vector changes.

  • Issue landing and take-off authorizations or instructions.

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

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

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

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

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

  • Initiate or coordinate searches for missing aircraft.

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

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

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

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

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

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

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

Technologies & Software

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