Subway and Streetcar Operators vs Refuse and Recyclable Material Collectors AI Risk

Job 1

Job 2

Job 1

Job 2

high risk

Subway and Streetcar Operators

37 shared · 37 different

core competencies

medium risk

Refuse and Recyclable Material Collectors

Side-by-Side Comparison

Refuse and Recyclable Material Collectors leads 4–1

Metric	Subway and Streetcar Operators	Refuse and Recyclable Material Collectors
Risk Score	52.4%	27.0%
Risk Tier	High Risk	Medium Risk
Risk Percentile	98th	25th
Tasks at Risk (>50%)	10 / 12	4 / 15
Median Salary	$84,830	$48,350
Employment	9K	139K

Skill Comparison

Sorted by largest difference

Getting Information

Handling and Moving Objects

Reaction Time

Controlling Machines and Processes

Communicating with Supervisors, Peers, or Subordinates

Updating and Using Relevant Knowledge

Operation and Control

Performing for or Working Directly with the Public

Auditory Attention

Sound Localization

Operation Monitoring

Response Orientation

Protective Factors

Higher values indicate stronger protection against AI displacement

Subway and Streetcar Operators

28%

total discount

Refuse and Recyclable Material Collectors

27%

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.

Refuse and Recyclable Material Collectors

4 of 15 at risk

86%Fill out defective equipment reports.

73%Organize schedules for refuse collection.

59%Operate equipment that compresses collected refuse.

55%Check road or weather conditions to determine how routes will be affected.

49%Operate automated or semi-automated hoisting devices that raise refuse bins and dump contents into openings in truck bodies.

Wage Comparison

Refuse and Recyclable Material Collectors earns -$36,480(-43%) vs Subway and Streetcar Operators

Subway and Streetcar OperatorsRefuse and Recyclable Material Collectors

10th

$52,260$31,810

25th

$59,500$38,330

Median

$84,830$48,350

75th

$87,940$61,010

90th

$87,940$75,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Subway and Streetcar Operators2028–2035

Refuse and Recyclable Material Collectors2028–2035

20242030203520402045

Refuse and Recyclable Material Collectors 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

Refuse and Recyclable Material Collectors

$35,310

from $48,350

After adjusting for AI risk, Subway and Streetcar Operators offers $5,111 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Subway

Unique to Refuse

Combined Protection Strategy

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

Social Intelligence

Decision Complexity

Creativity

Regulatory Barriers

Subway and Streetcar OperatorsRefuse and Recyclable Material Collectors

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