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AI Risk Comparison

Logging Equipment Operators vs Fallers

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

Safer role
Fallers
Higher risk
Logging Equipment Operators
Risk gap
4 points
Agriculture & ForestryO*NET: 45-4022.00

Logging Equipment Operators

Drive logging tractor or wheeled vehicle equipped with one or more accessories, such as bulldozer blade, frontal shear, grapple, logging arch, cable winches, hoisting rack, or crane boom, to fell tree; to skid, load, unload, or stack logs; or to pull stumps or clear brush. Includes operating stand-alone logging machines, such as log chippers.

AI Risk Score

66/100
High

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

Automation factors

  • Grade logs according to characteristics such as knot size and straightness, and according to established industry or company standards.
  • Drive crawler or wheeled tractors to drag or transport logs from felling sites to log landing areas for processing and loading.
  • Fill out required job or shift report forms.
  • Evaluating Information to Determine Compliance with Standards
  • Estimating the Quantifiable Characteristics of Products, Events, or Information

Top skills

Operation and Control4.00/5
Operations Monitoring3.75/5
Equipment Maintenance3.12/5
Active Listening3.00/5
Monitoring3.00/5

Recommended career pivots

Operating Engineers and Other Construction Equipment Operators64/100Continuous Mining Machine Operators71/100Loading and Moving Machine Operators, Underground Mining69/100Excavating and Loading Machine and Dragline Operators, Surface Mining76/100Hoist and Winch Operators82/100
Agriculture & ForestryO*NET: 45-4021.00

Fallers

Use axes or chainsaws to fell trees using knowledge of tree characteristics and cutting techniques to control direction of fall and minimize tree damage.

AI Risk Score

62/100
High

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

Automation factors

  • Measure felled trees and cut them into specified log lengths, using chain saws and axes.
  • Assess logs after cutting to ensure that the quality and length are correct.
  • Monitoring Processes, Materials, or Surroundings
  • Estimating the Quantifiable Characteristics of Products, Events, or Information

Top skills

Operation and Control3.38/5
Critical Thinking3.25/5
Monitoring3.25/5
Operations Monitoring3.25/5
Judgment and Decision Making3.00/5

Recommended career pivots

Tree Trimmers and Pruners85/100Logging Equipment Operators66/100Forest and Conservation Workers67/100Log Graders and Scalers71/100Sawing Machine Setters, Operators, and Tenders, Wood83/100

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