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AI exposure score

Subway and Streetcar Operators

Subway and Streetcar Operators score 41 out of 100, which is elevated exposure to AI. That ranks #406 of 923 US occupations, where #1 is the most exposed. Of the 12 tasks in this job, AI could speed up 5 on its own and 0 more with extra software built on top of it. In April–May 2026, 1 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

41/ 100
Elevated
Rank
#406of 923 jobs
US workers
10,200BLS, May 2025
Median pay
$86,380a year
In real AI use
1 of 12tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 5 (42%)
  • AI can speed this up with extra software: 0 (0%)
  • Little or no AI speed-up: 7 (58%)
  • Report delays, mechanical problems, and emergencies to supervisors or dispatchers, using radios.AI can speed this up on its own · core task
  • Make announcements to passengers, such as notifications of upcoming stops or schedule delays.AI can speed this up on its own · core task
  • Complete reports, including shift summaries and incident or accident reports.AI can speed this up on its own · core task
  • Greet passengers, provide information, and answer questions concerning fares, schedules, transfers, and routings.AI can speed this up on its own · core task · Seen in real AI use
  • Record transactions and coin receptor readings to verify the amount of money collected.AI can speed this up on its own · supplemental task
  • Monitor lights indicating obstructions or other trains ahead and watch for car and truck traffic at crossings to stay alert to potential hazards.Little or no AI speed-up · core task
  • Operate controls to open and close transit vehicle doors.Little or no AI speed-up · core task
  • Drive and control rail-guided public transportation, such as subways, elevated trains, and electric-powered streetcars, trams, or trolleys, to transport passengers.Little or no AI speed-up · core task
  • Regulate vehicle speed and the time spent at each stop to maintain schedules.Little or no AI speed-up · core task
  • Direct emergency evacuation procedures.Little or no AI speed-up · core task
  • Attend meetings on driver and passenger safety to learn ways in which job performance might be affected.Little or no AI speed-up · core task
  • Collect fares from passengers, and issue change and transfers.Little or no AI speed-up · supplemental task

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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