Dredge Operators vs Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Dredge Operators

48 shared · 14 different

core competencies

medium risk

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

Side-by-Side Comparison

Dredge Operators leads 5–0

Metric	Dredge Operators	Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk Score	32.8%	38.1%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	55th	75th
Tasks at Risk (>50%)	4 / 7	5 / 15
Median Salary	$48,430	$46,060
Employment	1K	130K

Skill Comparison

Sorted by largest difference

MathematicsAI-Vulnerable

Processing Information

Depth Perception

Administration and Management

Judging the Qualities of Things, Services, or People

Controlling Machines and Processes

Engineering and Technology

English Language

Repairing and Maintaining Mechanical Equipment

Multilimb Coordination

Getting Information

Visualization

Protective Factors

Higher values indicate stronger protection against AI displacement

Dredge Operators

25%

total discount

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

25%

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.

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

5 of 15 at risk

86%Write programs for computer numerical control (CNC) machines to cut metal and plastic materials.

84%Read blueprints or job orders to determine product specifications and tooling instructions and to plan operational sequences.

67%Compute data, such as gear dimensions or machine settings, applying knowledge of shop mathematics.

57%Inspect workpieces for defects, and measure workpieces to determine accuracy of machine operation, using rules, templates, or other measuring instruments.

53%Observe machine operation to detect workpiece defects or machine malfunctions, adjusting machines as necessary.

Wage Comparison

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic earns -$2,370(-5%) vs Dredge Operators

Dredge OperatorsMultiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

10th

$42,060$34,130

25th

$46,120$38,320

Median

$48,430$46,060

75th

$60,300$56,220

90th

$75,050$72,850

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Dredge Operators2028–2035

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic2028–2035

20242030203520402045

Dredge Operators has a longer runway before significant displacement, projected 0 years later than Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic.

Risk-Adjusted Salary

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

Dredge Operators

$32,545

from $48,430

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

$28,511

from $46,060

After adjusting for AI risk, Dredge Operators offers $4,034 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Dredge

Unique to Multiple

Combined Protection Strategy

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

Creativity

Regulatory Barriers

Fine Manipulation

Decision Complexity

Dredge OperatorsMultiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

Find transitions from Dredge Operators Find transitions from Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic