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Transport & Logistics · Updated Aug 2026

Subway and Streetcar Operators

Operate subway or elevated suburban trains with no separate locomotive, or electric-powered streetcar, to transport passengers. May handle fares.

JVS 2.0.0-phase4b
AI Exposure
50/100
Moderate

How much of this occupation’s work can be materially affected by current AI systems.

Replacement Risk
38/100
Low

How likely exposure is to translate into reduced human demand.

Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured

Evidence quality
Confidence80/100
Task coverage83%

Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.

Task-level evidence

What is driving the score?

Occupation scores are built from the task mix—not a single prediction about a job title.

JVS 2.0.0-phase4b
TaskImportanceAI impactExposure
Regulate vehicle speed and the time spent at each stop to maintain schedules.High
67
Report delays, mechanical problems, and emergencies to supervisors or dispatchers, using radios.High
69
Make announcements to passengers, such as notifications of upcoming stops or schedule delays.High
67
Greet passengers, provide information, and answer questions concerning fares, schedules, transfers, and routings.High
67
Monitor lights indicating obstructions or other trains ahead and watch for car and truck traffic at crossings to stay alert to potential hazards.High
30
Complete reports, including shift summaries and incident or accident reports.High
69
Drive and control rail-guided public transportation, such as subways, elevated trains, and electric-powered streetcars, trams, or trolleys, to transport passengers.High
13
Attend meetings on driver and passenger safety to learn ways in which job performance might be affected.High
16
Most exposed

Where AI can do more

Routine, digitized, and highly repeatable tasks face the greatest pressure.

  1. Report delays, mechanical problems, and emergencies to supervisors or dispatchers, using radios.69
  2. Complete reports, including shift summaries and incident or accident reports.69
  3. Regulate vehicle speed and the time spent at each stop to maintain schedules.67
  4. Make announcements to passengers, such as notifications of upcoming stops or schedule delays.67
Hardest to automate

Where people still matter

These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.

  1. Drive and control rail-guided public transportation, such as subways, elevated trains, and electric-powered streetcars, trams, or trolleys, to transport passengers.01
  2. Attend meetings on driver and passenger safety to learn ways in which job performance might be affected.02
  3. Monitor lights indicating obstructions or other trains ahead and watch for car and truck traffic at crossings to stay alert to potential hazards.03
  4. Regulate vehicle speed and the time spent at each stop to maintain schedules.04
  5. Report delays, mechanical problems, and emergencies to supervisors or dispatchers, using radios.05
Where else this work leads

Related occupations

Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.

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Beyond AI capability

Adoption and labour-market outlook

Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.

Human dependency75
Physical dependency71
Adoption pressure36
Labour-market resilience67
Methodology & sources

O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.

Confidence80/100
CalculatedAug 21, 2026
Read methodology →