Takeover Tracker
vs

70 shared · 16 different

core competencies

Side-by-Side Comparison

MetricContinuous Mining Machine OperatorsExcavating and Loading Machine and Dragline Operators
Risk Score34.3%22.7%
Risk TierMedium RiskLow Risk
Risk Percentile63th13th
Tasks at Risk (>50%)9 / 155 / 15
Median Salary$63,380N/A
Employment14KN/A

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Education and Training
Coaching and Developing Others
Performing General Physical Activities
Mechanical
Operating Vehicles, Mechanized Devices, or Equipment
Peripheral Vision
Repairing and Maintaining Electronic Equipment
Monitor Processes, Materials, or Surroundings
Building and Construction
Establishing and Maintaining Interpersonal Relationships
Documenting/Recording Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Continuous Mining Machine Operators

28%

total discount

Excavating and Loading Machine and Dragline Operators

28%

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.

Excavating and Loading Machine and Dragline Operators

5 of 15 at risk
86%Receive written or oral instructions regarding material movement or excavation.
84%Become familiar with digging plans, machine capabilities and limitations, and with efficient and safe digging procedures in a given application.
84%Measure and verify levels of rock or gravel, bases, or other excavated material.
53%Move materials over short distances, such as around a construction site, factory, or warehouse.
51%Adjust dig face angles for varying overburden depths and set lengths.

Wage Comparison

Continuous Mining Machine OperatorsExcavating and Loading Machine and Dragline Operators
10th
$41,450N/A
25th
$50,850N/A
Median
$63,380N/A
75th
$76,850N/A
90th
$84,420N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Continuous Mining Machine Operators20282035
Excavating and Loading Machine and Dragline Operators20282035
20242030203520402045

Excavating and Loading Machine and Dragline Operators has a longer runway before significant displacement, projected 0 years later than Continuous Mining Machine Operators.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Continuous

0

Unique to Excavating

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Social Intelligence
Decision Complexity
Continuous Mining Machine OperatorsExcavating and Loading Machine and Dragline Operators