Continuous Mining Machine Operators vs Operating Engineers and Other Construction Equipment Operators AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Continuous Mining Machine Operators

59 shared · 15 different

core competencies

low risk

Operating Engineers and Other Construction Equipment Operators

Side-by-Side Comparison

Operating Engineers and Other Construction Equipment Operators leads 4–1

Metric	Continuous Mining Machine Operators	Operating Engineers and Other Construction Equipment Operators
Risk Score	34.3%	23.0%
Risk Tier	Medium Risk	Low Risk
Risk Percentile	63th	14th
Tasks at Risk (>50%)	9 / 15	6 / 15
Median Salary	$63,380	$58,710
Employment	14K	469K

Skill Comparison

Sorted by largest difference

Law and Government

Building and Construction

Production and Processing

Repairing and Maintaining Electronic Equipment

Making Decisions and Solving Problems

Mechanical

Trunk Strength

Operating Vehicles, Mechanized Devices, or Equipment

Operation Monitoring

Education and Training

Training and Teaching Others

Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Continuous Mining Machine Operators

28%

total discount

Operating Engineers and Other Construction Equipment 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.

Operating Engineers and Other Construction Equipment Operators

6 of 15 at risk

87%Keep records of material or equipment usage or problems encountered.

86%Test atmosphere for adequate oxygen or explosive conditions when working in confined spaces.

85%Monitor operations to ensure that health and safety standards are met.

84%Learn and follow safety regulations.

84%Locate underground services, such as pipes or wires, prior to beginning work.

Wage Comparison

Operating Engineers and Other Construction Equipment Operators earns -$4,670(-7%) vs Continuous Mining Machine Operators

Continuous Mining Machine OperatorsOperating Engineers and Other Construction Equipment Operators

10th

$41,450$40,080

25th

$50,850$47,780

Median

$63,380$58,710

75th

$76,850$75,750

90th

$84,420$100,690

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Continuous Mining Machine Operators2028–2035

Operating Engineers and Other Construction Equipment Operators2028–2035

20242030203520402045

Operating Engineers and Other Construction Equipment 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

Operating Engineers and Other Construction Equipment Operators

$45,195

from $58,710

After adjusting for AI risk, Operating Engineers and Other Construction Equipment Operators offers $3,529 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Continuous

Unique to Operating

Combined Protection Strategy

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

Regulatory Barriers

Decision Complexity

Fine Manipulation

Creativity

Continuous Mining Machine OperatorsOperating Engineers and Other Construction Equipment Operators

Find transitions from Continuous Mining Machine Operators Find transitions from Operating Engineers and Other Construction Equipment Operators