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AI Risk Comparison

Fallers vs Forest and Conservation Workers

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

Safer role
Fallers
Higher risk
Forest and Conservation Workers
Risk gap
5 points
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
Agriculture & ForestryO*NET: 45-4011.00

Forest and Conservation Workers

Under supervision, perform manual labor necessary to develop, maintain, or protect areas such as forests, forested areas, woodlands, wetlands, and rangelands through such activities as raising and transporting seedlings; combating insects, pests, and diseases harmful to plant life; and building structures to control water, erosion, and leaching of soil. Includes forester aides, seedling pullers, tree planters, and gatherers of nontimber forestry products such as pine straw.

AI Risk Score

67/100
High

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

Automation factors

  • Check equipment to ensure that it is operating properly.
  • Monitoring Processes, Materials, or Surroundings
  • Processing Information
  • Updating and Using Relevant Knowledge

Top skills

Critical Thinking3.12/5
Monitoring3.12/5
Reading Comprehension3.00/5
Active Listening3.00/5
Speaking3.00/5

Recommended career pivots

Forest and Conservation Technicians65/100Foresters32/100Range Managers29/100Forest Fire Inspectors and Prevention Specialists35/100Farmworkers and Laborers, Crop, Nursery, and Greenhouse78/100

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