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AI Risk Comparison

Roustabouts, Oil and Gas vs Excavating and Loading Machine and Dragline Operators, Surface Mining

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

Safer role
Roustabouts, Oil and Gas
Higher risk
Excavating and Loading Machine and Dragline Operators, Surface Mining
Risk gap
1 points
ConstructionO*NET: 47-5071.00

Roustabouts, Oil and Gas

Assemble or repair oil field equipment using hand and power tools. Perform other tasks as needed.

AI Risk Score

75/100
High

High risk: many core tasks are exposed to automation.

Automation factors

  • Automate routine data processing tasks in roustabouts, oil and gas roles
  • Generate reports and analyze structured data
  • Handle repetitive document processing and filing
  • Monitoring Processes, Materials, or Surroundings
  • Scheduling Work and Activities

Top skills

Critical Thinking3.12/5
Monitoring3.00/5
Operations Monitoring3.00/5
Operation and Control3.00/5
Quality Control Analysis3.00/5

Recommended career pivots

Rotary Drill Operators, Oil and Gas76/100Service Unit Operators, Oil and Gas77/100Hoist and Winch Operators82/100Helpers--Extraction Workers78/100Riggers66/100
ConstructionO*NET: 47-5022.00

Excavating and Loading Machine and Dragline Operators, Surface Mining

Operate or tend machinery at surface mining site, equipped with scoops, shovels, or buckets to excavate and load loose materials.

AI Risk Score

76/100
High

High risk: many core tasks are exposed to automation.

Automation factors

  • Automate routine data processing tasks in excavating and loading machine and dragline operators, surface mining roles
  • Generate reports and analyze structured data
  • Handle repetitive document processing and filing
  • Monitoring Processes, Materials, or Surroundings
  • Evaluating Information to Determine Compliance with Standards

Top skills

Operation and Control4.12/5
Operations Monitoring3.62/5
Monitoring3.12/5
Reading Comprehension3.00/5
Active Listening3.00/5

Recommended career pivots

Operating Engineers and Other Construction Equipment Operators64/100Construction Laborers64/100Hoist and Winch Operators82/100Continuous Mining Machine Operators71/100Mobile Heavy Equipment Mechanics, Except Engines74/100

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