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AI Risk Comparison

Continuous Mining Machine Operators vs Highway Maintenance Workers

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Highway Maintenance Workers
Higher risk
Continuous Mining Machine Operators
Risk gap
1 points
ConstructionO*NET: 47-5041.00

Continuous Mining Machine Operators

Operate self-propelled mining machines that rip coal, metal and nonmetal ores, rock, stone, or sand from the mine face and load it onto conveyors, shuttle cars, or trucks in a continuous operation.

AI Risk Score

71/100
High

High risk: many core tasks are exposed to automation.

Automation factors

  • Conduct methane gas checks to ensure breathing quality of air.
  • Check the stability of roof and rib support systems before mining face areas.
  • Evaluating Information to Determine Compliance with Standards
  • Monitoring Processes, Materials, or Surroundings
  • Updating and Using Relevant Knowledge

Top skills

Operations Monitoring3.88/5
Operation and Control3.88/5
Equipment Maintenance3.38/5
Critical Thinking3.25/5
Troubleshooting3.25/5

Recommended career pivots

Operating Engineers and Other Construction Equipment Operators64/100Excavating and Loading Machine and Dragline Operators, Surface Mining76/100Helpers--Extraction Workers78/100Earth Drillers, Except Oil and Gas77/100Loading and Moving Machine Operators, Underground Mining69/100
ConstructionO*NET: 47-4051.00

Highway Maintenance Workers

Maintain highways, municipal and rural roads, airport runways, and rights-of-way. Duties include patching broken or eroded pavement and repairing guard rails, highway markers, and snow fences. May also mow or clear brush from along road, or plow snow from roadway.

AI Risk Score

70/100
High

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • Automate routine data processing tasks in highway maintenance workers roles
  • Generate reports and analyze structured data
  • Handle repetitive document processing and filing
  • Monitoring Processes, Materials, or Surroundings

Top skills

Operation and Control3.62/5
Operations Monitoring3.50/5
Monitoring3.12/5
Coordination3.12/5
Active Listening3.00/5

Recommended career pivots

Operating Engineers and Other Construction Equipment Operators64/100Paving, Surfacing, and Tamping Equipment Operators85/100Rail-Track Laying and Maintenance Equipment Operators53/100Pile Driver Operators86/100Septic Tank Servicers and Sewer Pipe Cleaners63/100

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