Subway and Streetcar Operators vs Parking Lot Attendants AI Risk

Job 1

Job 2

Job 1

Job 2

high risk

Subway and Streetcar Operators

36 shared · 28 different

core competencies

medium risk

Parking Lot Attendants

Side-by-Side Comparison

Parking Lot Attendants leads 4–1

Metric	Subway and Streetcar Operators	Parking Lot Attendants
Risk Score	52.4%	41.2%
Risk Tier	High Risk	Medium Risk
Risk Percentile	98th	84th
Tasks at Risk (>50%)	10 / 12	6 / 15
Median Salary	$84,830	$34,600
Employment	9K	135K

Skill Comparison

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment

Monitor Processes, Materials, or Surroundings

Transportation

Operation Monitoring

Operation and Control

Identifying Objects, Actions, and Events

Public Safety and Security

Updating and Using Relevant Knowledge

Reaction Time

Inspecting Equipment, Structures, or Material

Customer and Personal Service

Auditory Attention

Protective Factors

Higher values indicate stronger protection against AI displacement

Subway and Streetcar Operators

28%

total discount

Parking Lot Attendants

22%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Subway and Streetcar Operators

10 of 12 at risk

89%Make announcements to passengers, such as notifications of upcoming stops or schedule delays.

89%Collect fares from passengers, and issue change and transfers.

89%Record transactions and coin receptor readings to verify the amount of money collected.

87%Regulate vehicle speed and the time spent at each stop to maintain schedules.

87%Report delays, mechanical problems, and emergencies to supervisors or dispatchers, using radios.

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

Parking Lot Attendants earns -$50,230(-59%) vs Subway and Streetcar Operators

Subway and Streetcar OperatorsParking Lot Attendants

10th

$52,260$24,960

25th

$59,500$29,590

Median

$84,830$34,600

75th

$87,940$37,230

90th

$87,940$43,840

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Subway and Streetcar Operators2028–2035

Parking Lot Attendants2028–2035

20242030203520402045

Parking Lot Attendants has a longer runway before significant displacement, projected 0 years later than Subway and Streetcar Operators.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Subway and Streetcar Operators

$40,421

from $84,830

Parking Lot Attendants

$20,331

from $34,600

After adjusting for AI risk, Subway and Streetcar Operators offers $20,091 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Subway

Unique to Parking

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation

Decision Complexity

Social Intelligence

Regulatory Barriers

Subway and Streetcar OperatorsParking Lot Attendants

Find transitions from Subway and Streetcar Operators Find transitions from Parking Lot Attendants