vs
40 shared · 21 different
core competencies
medium risk
Helpers--Production WorkersSide-by-Side Comparison
Mine Cutting and Channeling Machine Operators leads 3–1| Metric | Mine Cutting and Channeling Machine Operators | Helpers--Production Workers |
|---|---|---|
| Risk Score | 38.1% | 39.5% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 76th | 79th |
| Tasks at Risk (>50%) | 13 / 15 | 11 / 15 |
| Median Salary | N/A | $38,220 |
| Employment | N/A | 167K |
Skill Comparison
|
Sorted by largest difference
Operating Vehicles, Mechanized Devices, or Equipment
Identifying Objects, Actions, and Events
Inspecting Equipment, Structures, or Material
Controlling Machines and Processes
Monitor Processes, Materials, or Surroundings
Repairing and Maintaining Electronic Equipment
Mechanical
Operation Monitoring
Hearing Sensitivity
Reaction Time
Response Orientation
Repairing and Maintaining Mechanical Equipment
Protective Factors
Higher values indicate stronger protection against AI displacement
Mine Cutting and Channeling Machine Operators
28%
total discount
Helpers--Production Workers
23%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Mine Cutting and Channeling Machine Operators
13 of 15 at risk86%Monitor methane gas levels in mines to avoid carbon monoxide poisoning.
86%Signal that machine plow blades are properly positioned, using electronic buzzers or two-way radios.
86%Observe indicator lights and gauges, and listen to machine operation to detect binding or stoppage of tools or other equipment problems.
67%Press buttons to activate conveyor belts, and push or pull chain handles to regulate conveyor movement so that material can be moved or loaded into dinkey cars or dump trucks.
65%Drive mobile, truck-mounted, or track-mounted drilling or cutting machine in mines and quarries or on construction sites.
Helpers--Production Workers
11 of 15 at risk86%Count finished products to determine if product orders are complete.
86%Measure amounts of products, lengths of extruded articles, or weights of filled containers to ensure conformance to specifications.
86%Mark or tag identification on parts.
86%Observe equipment operations so that malfunctions can be detected, and notify operators of any malfunctions.
67%Examine products to verify conformance to quality standards.
Wage Comparison
Mine Cutting and Channeling Machine OperatorsHelpers--Production Workers
10th
N/A$30,060
25th
N/A$34,390
Median
N/A$38,220
75th
N/A$44,980
90th
N/A$52,120
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Mine Cutting and Channeling Machine Operators2028–2035
Helpers--Production Workers2028–2035
20242030203520402045
Mine Cutting and Channeling Machine Operators has a longer runway before significant displacement, projected 0 years later than Helpers--Production Workers.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Mine
0
Unique to Helpers--Production
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Creativity
Regulatory Barriers
Social Intelligence
Decision Complexity
Mine Cutting and Channeling Machine OperatorsHelpers--Production Workers