Dredge Operators vs Machine Feeders and Offbearers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Dredge Operators

38 shared · 9 different

core competencies

high risk

Machine Feeders and Offbearers

Side-by-Side Comparison

Dredge Operators leads 5–0

Metric	Dredge Operators	Machine Feeders and Offbearers
Risk Score	32.8%	51.3%
Risk Tier	Medium Risk	High Risk
Risk Percentile	55th	98th
Tasks at Risk (>50%)	4 / 7	11 / 13
Median Salary	$48,430	$39,700
Employment	1K	47K

Skill Comparison

Sorted by largest difference

Mechanical

Repairing and Maintaining Mechanical Equipment

Multilimb Coordination

Depth Perception

Operation and Control

Operating Vehicles, Mechanized Devices, or Equipment

Administration and Management

CoordinationAI-Resistant

English Language

Protective Factors

Higher values indicate stronger protection against AI displacement

Dredge Operators

25%

total discount

Machine Feeders and Offbearers

22%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Dredge Operators

4 of 7 at risk

86%Lower anchor poles to verify depths of excavations, using winches, or scan depth gauges to determine depths of excavations.

67%Start and stop engines to operate equipment.

65%Pump water to clear machinery pipelines.

61%Start power winches that draw in or let out cables to change positions of dredges, or pull in and let out cables manually.

41%Perform maintenance on dredge equipment, such as changing engine oil.

Machine Feeders and Offbearers

11 of 13 at risk

87%Record production and operational data, such as amount of materials processed.

87%Weigh or measure materials or products to ensure conformance to specifications.

87%Identify and mark materials, products, and samples, following instructions.

67%Add chemicals, solutions, or ingredients to machines or equipment as required by the manufacturing process.

65%Inspect materials and products for defects, and to ensure conformance to specifications.

Wage Comparison

Machine Feeders and Offbearers earns -$8,730(-18%) vs Dredge Operators

Dredge OperatorsMachine Feeders and Offbearers

10th

$42,060$31,480

25th

$46,120$36,020

Median

$48,430$39,700

75th

$60,300$48,220

90th

$75,050$57,010

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Dredge Operators2028–2035

Machine Feeders and Offbearers2028–2035

20242030203520402045

Dredge Operators has a longer runway before significant displacement, projected 0 years later than Machine Feeders and Offbearers.

Risk-Adjusted Salary

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

Dredge Operators

$32,545

from $48,430

Machine Feeders and Offbearers

$19,350

from $39,700

After adjusting for AI risk, Dredge Operators offers $13,195 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Dredge

Unique to Machine

Combined Protection Strategy

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

Decision Complexity

Creativity

Regulatory Barriers

Social Intelligence

Dredge OperatorsMachine Feeders and Offbearers

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