Subway and Streetcar Operators
Operate subway or elevated suburban trains with no separate locomotive, or electric-powered streetcar, to transport passengers. May handle fares.
AI Impact Summary
Subway and Streetcar Operators faces high AI displacement risk with a score of 52/100. This occupation has higher AI displacement risk than 98% of all analyzed occupations. Of 12 analyzed tasks, 7 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Subway and Streetcar Operators skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
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AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
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Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
12 tasks analyzed
Operate controls to open and close transit vehicle doors.
Drive and control rail-guided public transportation, such as subways, elevated trains, and electric-powered streetcars, trams, or trolleys, to transport passengers.
Monitor lights indicating obstructions or other trains ahead and watch for car and truck traffic at crossings to stay alert to potential hazards.
Direct emergency evacuation procedures.
Regulate vehicle speed and the time spent at each stop to maintain schedules.
Report delays, mechanical problems, and emergencies to supervisors or dispatchers, using radios.
Make announcements to passengers, such as notifications of upcoming stops or schedule delays.
Complete reports, including shift summaries and incident or accident reports.
Greet passengers, provide information, and answer questions concerning fares, schedules, transfers, and routings.
Collect fares from passengers, and issue change and transfers.
Attend meetings on driver and passenger safety to learn ways in which job performance might be affected.
Record transactions and coin receptor readings to verify the amount of money collected.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Operate controls to open and close transit vehicle doors. | 90Estimated | 69.0% | 5% | |
| Drive and control rail-guided public transportation, such as subways, elevated trains, and electric-powered streetcars, trams, or trolleys, to transport passengers. | 85Estimated | 67.0% | 40% | |
| Monitor lights indicating obstructions or other trains ahead and watch for car and truck traffic at crossings to stay alert to potential hazards. | 85Estimated | 83.2% | 15% | |
| Direct emergency evacuation procedures. | 10Estimated | 19.0% | 2% | |
| Regulate vehicle speed and the time spent at each stop to maintain schedules. | 95Estimated | 87.2% | 10% | |
| Report delays, mechanical problems, and emergencies to supervisors or dispatchers, using radios. | 95Estimated | 87.2% | 5% | |
| Make announcements to passengers, such as notifications of upcoming stops or schedule delays. | 100Estimated | 89.2% | 5% | |
| Complete reports, including shift summaries and incident or accident reports. | 90Estimated | 85.2% | 5% | |
| Greet passengers, provide information, and answer questions concerning fares, schedules, transfers, and routings. | 46.67Observed | 33.7% | 5% | |
| Collect fares from passengers, and issue change and transfers. | 100Estimated | 89.2% | 2% | |
| Attend meetings on driver and passenger safety to learn ways in which job performance might be affected. | 20Estimated | 57.2% | 4% | |
| Record transactions and coin receptor readings to verify the amount of money collected. | 100Estimated | 89.2% | 2% |
Protective Factors
Total protective discount: 27.7%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$84,830
per year
Mean Wage
$75,620
per year
Employment
9K
workers
Wage Range
$52,260 - $87,940
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Subway and Streetcar Operators professionals should diversify beyond them.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Service Orientation
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change