Headline risk
10%
Low RiskRide-Hail Driver
This page reuses the same role shell as Singapore, but the component occupations are mapped onto the United States layer so the score, context, and support bundle reflect US public evidence.
Why this score
21% of tasks overlap with current AI
30% human advantage from judgment & presence
78% demand buffer from the local labour market
These factors combine multiplicatively — larger bars do not mean proportionally larger contributions to the final score.
Weighted overlap across component occupations
Human coordination and physical presence protection
Blended local-market buffer for this role
Component coverage and mapping quality
Workflow profile
Heuristic workflow context blended from the role mix. This explains the score; it is not used as a direct local-market forecast.
Workflow dimensions (0 = low, 1 = high)
United States support
Evidence bundle
Weighted task overlap from O*NET statements and Anthropic penetration
Median annual wage from BLS OEWS
Employment projections and openings from BLS
Preparation and entry requirements from O*NET and BLS
Support snapshot
Job zone
2The occupation usually needs some preparation before entry.
Median wage
USD 36,670USD 31,460 to USD 44,510
Openings
36.3K6.7% projected change
Median age
47.682K employed
Occupation profile
Drive a motor vehicle to transport passengers on a planned or scheduled basis. May collect a fare. Includes nonemergency medical transporters and hearse drivers.
Job Zone 2 · Some preparation
The occupation usually needs some preparation before entry.
Task primitives
Matched task weight share: 100% · Effective coverage: 0%
Concentration: 0%
Wage context
Median annual
USD 36,670
Mean annual
USD 39,070
Hourly median: USD 18
Employment: 229,630 workers
10th percentile: USD 27,490
90th percentile: USD 52,910
Demand outlook
2024 employment
243.9K
2034 employment
260.3K
Openings: 36.3K
Projected change: 6.7%
Education: No formal educational credential
Work experience: None
On-the-job training: Short-term on-the-job training
Median wage in projections: USD 36,670
Overall employment of taxi drivers, shuttle drivers, and chauffeurs is projected to grow 9 percent from 2024 to 2034, much faster than the average for all occupations.
Requirements and friction
Telework: <0.5% · Telework: >99.5% · Credentials: 35.5%
Narrative and skills
Taxi drivers (including ride-hailing drivers), shuttle drivers, and chauffeurs transport people to and from the places they need to go.
Some taxi drivers, shuttle drivers, and chauffeurs work part time. Work schedules vary and may include early mornings, evenings, or weekends.
Taxi drivers, shuttle drivers, and chauffeurs typically have no formal educational requirements. They typically get brief on-the-job training. They also may need a special driver’s license, such as a taxi or limousine license.
The median annual wage for shuttle drivers and chauffeurs was $36,670 in May 2024.
Overall employment of taxi drivers, shuttle drivers, and chauffeurs is projected to grow 9 percent from 2024 to 2034, much faster than the average for all occupations.
Jobs: 447,900
Median pay: USD 36,660
Employment outlook: Overall employment of taxi drivers, shuttle drivers, and chauffeurs is projected to grow 9 percent from 2024 to 2034, much faster than the average for all occupations.
Openings: 39,000
Tasks and tools
- 1. Test vehicle equipment, such as lights, brakes, horns, or windshield wipers, to ensure proper operation. · AI use 0%
- 2. Check the condition of a vehicle's tires, brakes, windshield wipers, lights, oil, fuel, water, and safety equipment to ensure that everything is in working order. · AI use 0%
- 3. Comply with traffic regulations to operate vehicles in a safe and courteous manner. · AI use 0%
- 4. Follow relevant safety regulations and state laws governing vehicle operation, and ensure that passengers follow safety regulations. · AI use 0%
- 5. Report any vehicle malfunctions or needed repairs. · AI use 0%
- 6. Drive shuttle busses, limousines, company cars, or privately owned vehicles to transport passengers. · AI use 0%
Work context
- In an Enclosed Vehicle or Operate Enclosed Equipment: 5.0/5
- Physical Proximity: 4.5/5
- Deal With External Customers or the Public in General: 4.4/5
- Outdoors, Exposed to All Weather Conditions: 4.3/5
- Contact With Others: 4.3/5
- Time Pressure: 4.1/5
Tech density
6/6
4 hot · 0 in demand
Work pace
4.4/5
Average of the strongest work-context signals.
Worker profile
Median age: 47.6
Total employed: 82K · Under 25: 9% · 25 to 54: 51% · 55+: 40%
Support note
Built from O*NET occupation descriptions, task statements, technology skills, work context, Job Zones, Anthropic task penetration, BLS OEWS wages, BLS projection tables, BLS ORS requirements, BLS OOH narrative content, BLS skills data, and BLS CPS occupation age tables.
Source vintage
O*NET 30.2 / OEWS 2024 / ORS 2025 / OOH 2025-08-28 / Projections 2024-34 / CPS 2025 / Anthropic task penetration
Component occupations
Methodology
Shared spine
structural_pressure = exposure × (1 - bottleneck)
Country layer
headline_risk = structural_pressure × (1 - country_demand_resilience)
Published limitations
This is a synthetic role view built from mapped occupations. It reuses the same shell and visual components as the Singapore role pages, but only the US sources that actually exist are rendered here.