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Automation Risk Analysis

Will “Subway Conductor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #494 of 702. Estimated risk: 86.0%

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AI Exposure Risk

51%

“Subway Conductor” 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

61%

“Subway Conductor” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 61% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Subway and Streetcar Operators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate subway or elevated suburban trains with no separate locomotive, or electric-powered streetcar, to transport passengers. May handle fares.

Avg. Annual Salary $75,620
Avg. Hourly Wage $36.36
Available Jobs (US) 9,200
Job Title & Hierarchy Code (SOC) Subway and Streetcar Operators #53-4041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Subway and Streetcar Operators”

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Core Skills & Abilities

  • Monitor lights indicating obstructions or other trains ahead and watch for car and truck traffic at crossings to stay alert to potential hazards.

  • Regulate vehicle speed and the time spent at each stop to maintain schedules.

  • Attend meetings on driver and passenger safety to learn ways in which job performance might be affected.

  • Drive and control rail-guided public transportation, such as subways, elevated trains, and electric-powered streetcars, trams, or trolleys, to transport passengers.

  • Direct emergency evacuation procedures.

  • Greet passengers, provide information, and answer questions concerning fares, schedules, transfers, and routings.

  • Operate controls to open and close transit vehicle doors.

  • Make announcements to passengers, such as notifications of upcoming stops or schedule delays.

  • Report delays, mechanical problems, and emergencies to supervisors or dispatchers, using radios.

  • Complete reports, including shift summaries and incident or accident reports.

Technologies & Software

  • Mobileye AI
  • Claude (Anthropic)
  • Grok (xAI)
  • Nova (Amazon)
  • Kimi (Moonshot AI)
  • Mistral (Mistral AI)
  • Qwen (Alibaba)
  • Word processing software
  • Project44 AI Logistics
  • Llama (Meta)
  • Gemini (Google)
  • Waymo (Autonomous Driving)
  • Gatik AI
  • Microsoft Office software
  • Tesla Autopilot
  • ChatGPT (OpenAI)
  • DeepSeek
  • Door opening controls
  • Customer-to-operator two-way communication systems
  • Trolleys
  • Deadman pedals
  • Portable two way radios
  • Multipurpose fire extinguishers
  • Track switches
  • Wheelchair exit or entrance ramps
  • Railcar defrosting systems
  • Streetcars
  • Electric train engines
  • In-train public address systems
  • Trolley bell foot pedals
  • Whistle pulls
  • Diesel powered train engines