Takeover Tracker
vs

39 shared · 9 different

core competencies

Side-by-Side Comparison

MetricRefuse and Recyclable Material CollectorsRock Splitters, Quarry
Risk Score27.0%36.4%
Risk TierMedium RiskMedium Risk
Risk Percentile25th70th
Tasks at Risk (>50%)4 / 152 / 9
Median Salary$48,350$47,460
Employment139K3K

Skill Comparison

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Sorted by largest difference

Customer and Personal Service
Transportation
Operating Vehicles, Mechanized Devices, or Equipment
Controlling Machines and Processes
Identifying Objects, Actions, and Events
Inspecting Equipment, Structures, or Material
Arm-Hand Steadiness
Public Safety and Security
Stamina

Protective Factors

Higher values indicate stronger protection against AI displacement

Refuse and Recyclable Material Collectors

27%

total discount

Rock Splitters, Quarry

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Rock Splitters, Quarry

2 of 9 at risk
77%Mark dimensions or outlines on stone prior to cutting, using rules and chalk lines.
51%Cut slabs of stone into sheets that will be used for floors or counters.
49%Locate grain line patterns to determine how rocks will split when cut.
45%Drill holes along outlines, using jackhammers.
45%Drill holes into sides of stones broken from masses, insert dogs or attach slings, and direct removal of stones.

Wage Comparison

Rock Splitters, Quarry earns -$890(-2%) vs Refuse and Recyclable Material Collectors
Refuse and Recyclable Material CollectorsRock Splitters, Quarry
10th
$31,810$37,240
25th
$38,330$39,990
Median
$48,350$47,460
75th
$61,010$58,290
90th
$75,200$68,380

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Refuse and Recyclable Material Collectors20282035
Rock Splitters, Quarry20282035
20242030203520402045

Refuse and Recyclable Material Collectors has a longer runway before significant displacement, projected 0 years later than Rock Splitters, Quarry.

Risk-Adjusted Salary

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

Refuse and Recyclable Material Collectors

$35,310

from $48,350

Rock Splitters, Quarry

$30,189

from $47,460

After adjusting for AI risk, Refuse and Recyclable Material Collectors offers $5,121 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Refuse

0

Unique to Rock

Combined Protection Strategy

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

Social Intelligence
Creativity
Decision Complexity
Fine Manipulation
Refuse and Recyclable Material CollectorsRock Splitters, Quarry