Dredge Operators vs Engine and Other Machine Assemblers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Dredge Operators

48 shared · 11 different

core competencies

medium risk

Engine and Other Machine Assemblers

Side-by-Side Comparison

Dredge Operators leads 4–1

Metric	Dredge Operators	Engine and Other Machine Assemblers
Risk Score	32.8%	38.2%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	55th	76th
Tasks at Risk (>50%)	4 / 7	8 / 12
Median Salary	$48,430	$52,540
Employment	1K	38K

Skill Comparison

Sorted by largest difference

Handling and Moving Objects

Updating and Using Relevant Knowledge

Processing Information

Control Precision

Extent Flexibility

Visualization

Thinking Creatively

English Language

Multilimb Coordination

Depth Perception

Written Comprehension

Protective Factors

Higher values indicate stronger protection against AI displacement

Dredge Operators

25%

total discount

Engine and Other Machine Assemblers

26%

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.

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 +$4,110(+8%) vs Dredge Operators

Dredge OperatorsEngine and Other Machine Assemblers

10th

$42,060$37,950

25th

$46,120$42,790

Median

$48,430$52,540

75th

$60,300$70,050

90th

$75,050$74,300

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Dredge Operators2028–2035

Engine and Other Machine Assemblers2028–2035

20242030203520402045

Dredge Operators 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%)

Dredge Operators

$32,545

from $48,430

Engine and Other Machine Assemblers

$32,480

from $52,540

After adjusting for AI risk, Dredge Operators offers $65 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Dredge

Unique to Engine

Combined Protection Strategy

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

Fine Manipulation

Regulatory Barriers

Creativity

Decision Complexity

Dredge OperatorsEngine and Other Machine Assemblers

Find transitions from Dredge Operators Find transitions from Engine and Other Machine Assemblers