Takeover Tracker

vs

40 shared · 10 different

core competencies

Side-by-Side Comparison

MetricBus Drivers, School or Special ClientParking Lot Attendants
Risk Score24.8%41.2%
Risk TierLow RiskMedium Risk
Risk Percentile19th84th
Tasks at Risk (>50%)7 / 156 / 15
Median SalaryN/A$34,600
EmploymentN/A135K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Transportation
Inspecting Equipment, Structures, or Material
Public Safety and Security
Monitor Processes, Materials, or Surroundings
Judging the Qualities of Things, Services, or People
Operation Monitoring
Performing for or Working Directly with the Public
Operation and Control
Getting Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Bus Drivers, School or Special Client

26%

total discount

Parking Lot Attendants

22%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Bus Drivers, School or Special Client

7 of 15 at risk
88%Record bus routes.
88%Prepare and submit reports that may include the number of passengers or trips, hours worked, mileage, fuel consumption, or fares received.
86%Report any bus malfunctions or needed repairs.
70%Report delinquent student behaviors to school administration.
70%Maintain knowledge of first-aid procedures.

Parking Lot Attendants

6 of 15 at risk
87%Perform cash handling tasks, such as making change, balancing and recording cash drawer, or distributing tips.
86%Inspect vehicles to detect any damage.
73%Issue ticket stubs or place numbered tags on windshields, log tags or attach tag to customers' keys, and give customers matching tags for locating parked vehicles.
67%Direct motorists to parking areas or parking spaces, using hand signals or flashlights as necessary.
65%Patrol parking areas to prevent vehicle damage and vehicle or property thefts.

Wage Comparison

Bus Drivers, School or Special ClientParking Lot Attendants
10th
N/A$24,960
25th
N/A$29,590
Median
N/A$34,600
75th
N/A$37,230
90th
N/A$43,840

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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Bus Drivers, School or Special Client: Not yetParking Lot Attendants: Not yet