Takeover Tracker
vs

51 shared · 10 different

core competencies

Side-by-Side Comparison

MetricPaving, Surfacing, and Tamping Equipment OperatorsRefuse and Recyclable Material Collectors
Risk Score18.1%27.0%
Risk TierLow RiskMedium Risk
Risk Percentile4th25th
Tasks at Risk (>50%)0 / 154 / 15
Median Salary$51,650$48,350
Employment46K139K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Making Decisions and Solving Problems
Estimating the Quantifiable Characteristics of Products, Events, or Information
Administration and Management
Performing General Physical Activities
Training and Teaching Others
Transportation
Evaluating Information to Determine Compliance with Standards
MathematicsAI-Vulnerable
Problem Sensitivity

Protective Factors

Higher values indicate stronger protection against AI displacement

Paving, Surfacing, and Tamping Equipment Operators

25%

total discount

Refuse and Recyclable Material Collectors

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Paving, Surfacing, and Tamping Equipment Operators

0 of 15 at risk
45%Light burners or start heating units of machines, and regulate screed temperatures and asphalt flow rates.
41%Start machine, engage clutch, and push and move levers to guide machine along forms or guidelines and to control the operation of machine attachments.
39%Observe distribution of paving material to adjust machine settings or material flow, and indicate low spots for workers to add material.
39%Fill tanks, hoppers, or machines with paving materials.
37%Shovel blacktop.

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 -$3,300(-6%) vs Paving, Surfacing, and Tamping Equipment Operators
Paving, Surfacing, and Tamping Equipment OperatorsRefuse and Recyclable Material Collectors
10th
$38,030$31,810
25th
$44,740$38,330
Median
$51,650$48,350
75th
$66,060$61,010
90th
$90,110$75,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Paving, Surfacing, and Tamping Equipment Operators20282035
Refuse and Recyclable Material Collectors20282035
20242030203520402045

Paving, Surfacing, and Tamping Equipment Operators has a longer runway before significant displacement, projected 0 years later than Refuse and Recyclable Material Collectors.

Risk-Adjusted Salary

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

Paving, Surfacing, and Tamping Equipment Operators

$42,301

from $51,650

Refuse and Recyclable Material Collectors

$35,310

from $48,350

After adjusting for AI risk, Paving, Surfacing, and Tamping Equipment Operators offers $6,991 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Paving,

0

Unique to Refuse

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Creativity
Decision Complexity
Paving, Surfacing, and Tamping Equipment OperatorsRefuse and Recyclable Material Collectors