Will AI replace Subway and Streetcar Operators?

What this score means

Subway and Streetcar Operators is among the least exposed roles in Transportation. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 24 out of 100 it scores 4 points above the Transportation average of 20. Across the 5 sources behind this baseline, individual estimates run from 8 to 51, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Subway and Streetcar Operators, most central first.

• 01Monitor lights indicating obstructions or other trains ahead and watch for car and truck traffic at crossings to stay alert to potential hazards.
• 02Operate controls to open and close transit vehicle doors.
• 03Drive and control rail-guided public transportation, such as subways, elevated trains, and electric-powered streetcars, trams, or trolleys, to transport passengers.
• 04Report delays, mechanical problems, and emergencies to supervisors or dispatchers, using radios.
• 05Regulate vehicle speed and the time spent at each stop to maintain schedules.
• 06Make announcements to passengers, such as notifications of upcoming stops or schedule delays.
• 07Direct emergency evacuation procedures.
• 08Complete reports, including shift summaries and incident or accident reports.
• 09Greet passengers, provide information, and answer questions concerning fares, schedules, transfers, and routings.
• 10Attend meetings on driver and passenger safety to learn ways in which job performance might be affected.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 5 research sources that scored Subway and Streetcar Operators for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
• 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
• 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
• 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
• 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)

Common questions

How likely is AI to replace Subway and Streetcar Operators?

Published research puts Subway and Streetcar Operators at 24 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.

Do researchers agree on the risk for Subway and Streetcar Operators?

Only partly. Individual estimates for Subway and Streetcar Operators run from 8 to 51 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.

Which transportation roles face similar AI exposure?

The closest published transportation roles to Subway and Streetcar Operators by score are Air Traffic Controllers (25/100), Pump Operators, Except Wellhead Pumpers (25/100), and Taxi Drivers (25/100). Each has its own page with the research behind its number.

Also covers

Combined Rail Operator · Electric Motorman · Elevated Motorman · Light Rail Operator · Light Rail Train Operator · Light Rail Transit Operator · Light Rail Vehicle Operator (LRV Operator) · Monorail Operator and related titles

More transportation occupations

• Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation26/100
• Air Traffic Controllers25/100
• Pump Operators, Except Wellhead Pumpers25/100
• Taxi Drivers25/100
• First-Line Supervisors of Passenger Attendants23/100
• Bus Drivers, Transit and Intercity22/100
• Refuse and Recyclable Material Collectors22/100
• Bridge and Lock Tenders21/100