Continuous Mining Machine Operators vs Dredge Operators AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Continuous Mining Machine Operators

50 shared · 20 different

core competencies

medium risk

Dredge Operators

Side-by-Side Comparison

Dredge Operators leads 4–1

Metric	Continuous Mining Machine Operators	Dredge Operators
Risk Score	34.3%	32.8%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	63th	55th
Tasks at Risk (>50%)	9 / 15	4 / 7
Median Salary	$63,380	$48,430
Employment	14K	1K

Skill Comparison

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment

Making Decisions and Solving Problems

Law and Government

Identifying Objects, Actions, and Events

Evaluating Information to Determine Compliance with Standards

Training and Teaching Others

Extent Flexibility

Updating and Using Relevant Knowledge

Inspecting Equipment, Structures, or Material

Developing and Building Teams

Equipment MaintenanceAI-Resistant

Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Continuous Mining Machine Operators

28%

total discount

Dredge Operators

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Continuous Mining Machine Operators

9 of 15 at risk

86%Conduct methane gas checks to ensure breathing quality of air.

61%Operate mining machines to gather coal and convey it to floors or shuttle cars.

61%Drive machines into position at working faces.

61%Move controls to start and regulate movement of conveyors and to start and position drill cutters or torches.

61%Reposition machines to make additional holes or cuts.

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.

Wage Comparison

Dredge Operators earns -$14,950(-24%) vs Continuous Mining Machine Operators

Continuous Mining Machine OperatorsDredge Operators

10th

$41,450$42,060

25th

$50,850$46,120

Median

$63,380$48,430

75th

$76,850$60,300

90th

$84,420$75,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Continuous Mining Machine Operators2028–2035

Dredge Operators2028–2035

20242030203520402045

Dredge Operators has a longer runway before significant displacement, projected 0 years later than Continuous Mining Machine Operators.

Risk-Adjusted Salary

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

Continuous Mining Machine Operators

$41,666

from $63,380

Dredge Operators

$32,545

from $48,430

After adjusting for AI risk, Continuous Mining Machine Operators offers $9,121 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Continuous

Unique to Dredge

Combined Protection Strategy

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

Regulatory Barriers

Decision Complexity

Social Intelligence

Creativity

Continuous Mining Machine OperatorsDredge Operators

Find transitions from Continuous Mining Machine Operators Find transitions from Dredge Operators