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AI Risk Comparison

Logging Workers, All Other vs Fallers

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

Safer role
Logging Workers, All Other
Higher risk
Fallers
Risk gap
43 points
Agriculture & ForestryO*NET: 45-4029.00

Logging Workers, All Other

All logging workers not listed separately.

AI Risk Score

19/100
Very Low

Lower risk: the role depends more on human judgment and context.

Automation factors

  • Provide data-driven insights and recommendations

Top skills

Recommended career pivots

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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