Bus Drivers, Transit and Intercity
Drive bus or motor coach, including regular route operations, charters, and private carriage. May assist passengers with baggage. May collect fares or tickets.
AI Impact Summary
Bus Drivers, Transit and Intercity faces low AI displacement risk with a score of 24/100. This occupation has higher AI displacement risk than 17% of all analyzed occupations. Of 15 analyzed tasks, 4 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)
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Reading Comprehension 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.
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.
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.
Manual Dexterity 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.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Bus Drivers, Transit and Intercity skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
Estimated Impact
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
15 tasks analyzed
Drive vehicles over specified routes or to specified destinations according to time schedules, complying with traffic regulations to ensure that passengers have a smooth and safe ride.
Inspect vehicles and check gas, oil, and water levels prior to departure.
Park vehicles at loading areas so that passengers can board.
Announce stops to passengers.
Assist passengers, such as elderly or disabled individuals, on and off bus, ensure they are seated properly, help carry baggage, and answer questions about bus schedules or routes.
Collect tickets or cash fares from passengers.
Report delays or accidents.
Handle passenger emergencies or disruptions.
Advise passengers to be seated and orderly while on vehicles.
Read maps to plan bus routes.
Regulate heating, lighting, and ventilating systems for passenger comfort.
Record information, such as cash receipts and ticket fares, and maintain log book.
Maintain cleanliness of bus or motor coach.
Load and unload baggage in baggage compartments.
Make minor repairs to vehicle and change tires.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Drive vehicles over specified routes or to specified destinations according to time schedules, complying with traffic regulations to ensure that passengers have a smooth and safe ride. | 25Estimated | 19.0% | 55% | |
| Inspect vehicles and check gas, oil, and water levels prior to departure. | 45Estimated | 51.0% | 5% | |
| Park vehicles at loading areas so that passengers can board. | 25Estimated | 19.0% | 5% | |
| Announce stops to passengers. | 95Estimated | 87.2% | 2% | |
| Assist passengers, such as elderly or disabled individuals, on and off bus, ensure they are seated properly, help carry baggage, and answer questions about bus schedules or routes. | 10Estimated | 19.0% | 5% | |
| Collect tickets or cash fares from passengers. | 90Estimated | 85.2% | 5% | |
| Report delays or accidents. | 90Estimated | 85.2% | 2% | |
| Handle passenger emergencies or disruptions. | 5Estimated | 17.0% | 2% | |
| Advise passengers to be seated and orderly while on vehicles. | 30Estimated | 27.0% | 2% | |
| Read maps to plan bus routes. | 95Estimated | 65.0% | 2% | |
| Regulate heating, lighting, and ventilating systems for passenger comfort. | 85Estimated | 67.0% | 2% | |
| Record information, such as cash receipts and ticket fares, and maintain log book. | 95Estimated | 87.2% | 4% | |
| Maintain cleanliness of bus or motor coach. | 20Estimated | 41.0% | 4% | |
| Load and unload baggage in baggage compartments. | 15Estimated | 39.0% | 3% | |
| Make minor repairs to vehicle and change tires. | 5Estimated | 11.0% | 2% |
Protective Factors
Total protective discount: 25.9%
Essential Soft Skills
Traits that are hard for AI to replicate
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Bus Drivers, Transit and Intercity professionals should diversify beyond them.
- Information Ordering
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Reading Comprehension
Reading Comprehension 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.
- 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.
- 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.
- Manual Dexterity
Manual Dexterity 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.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring 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