Refuse and Recyclable Material Collectors vs Engine and Other Machine Assemblers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Refuse and Recyclable Material Collectors

46 shared · 13 different

core competencies

medium risk

Engine and Other Machine Assemblers

Side-by-Side Comparison

Refuse and Recyclable Material Collectors leads 4–1

Metric	Refuse and Recyclable Material Collectors	Engine and Other Machine Assemblers
Risk Score	27.0%	38.2%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	25th	76th
Tasks at Risk (>50%)	4 / 15	8 / 12
Median Salary	$48,350	$52,540
Employment	139K	38K

Skill Comparison

Sorted by largest difference

Transportation

Operating Vehicles, Mechanized Devices, or Equipment

Customer and Personal Service

Inspecting Equipment, Structures, or Material

Mechanical

Production and Processing

Visualization

Updating and Using Relevant Knowledge

Handling and Moving Objects

Evaluating Information to Determine Compliance with Standards

Identifying Objects, Actions, and Events

Arm-Hand Steadiness

Protective Factors

Higher values indicate stronger protection against AI displacement

Refuse and Recyclable Material Collectors

27%

total discount

Engine and Other Machine Assemblers

26%

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.

Engine and Other Machine Assemblers

8 of 12 at risk

84%Read and interpret assembly blueprints or specifications manuals and plan assembly or building operations.

63%Lay out and drill, ream, tap, or cut parts for assembly.

61%Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.

60%Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.

59%Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.

Wage Comparison

Engine and Other Machine Assemblers earns +$4,190(+9%) vs Refuse and Recyclable Material Collectors

Refuse and Recyclable Material CollectorsEngine and Other Machine Assemblers

10th

$31,810$37,950

25th

$38,330$42,790

Median

$48,350$52,540

75th

$61,010$70,050

90th

$75,200$74,300

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Refuse and Recyclable Material Collectors2028–2035

Engine and Other Machine Assemblers2028–2035

20242030203520402045

Refuse and Recyclable Material Collectors has a longer runway before significant displacement, projected 0 years later than Engine and Other Machine Assemblers.

Risk-Adjusted Salary

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

Refuse and Recyclable Material Collectors

$35,310

from $48,350

Engine and Other Machine Assemblers

$32,480

from $52,540

After adjusting for AI risk, Refuse and Recyclable Material Collectors offers $2,830 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Refuse

Unique to Engine

Combined Protection Strategy

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

Fine Manipulation

Regulatory Barriers

Social Intelligence

Creativity

Refuse and Recyclable Material CollectorsEngine and Other Machine Assemblers

Find transitions from Refuse and Recyclable Material Collectors Find transitions from Engine and Other Machine Assemblers