Agriculture & ForestryO*NET: 45-4011.00
Will AI Replace 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.
67out of 100
High Risk
AI Risk Score
67/100
Risk Level
High
Job Zone
2/5
Entry
Total Tasks Analyzed
4
🤖 What AI Can Do
- ▸Check equipment to ensure that it is operating properly.
👤 What Requires Humans
- ▸Fight forest fires or perform prescribed burning tasks under the direction of fire suppression officers or forestry technicians.
- ▸Perform fire protection or suppression duties, such as constructing fire breaks or disposing of brush.
Task Breakdown
🤖AI Can Automate (1)
- Check equipment to ensure that it is operating properly.
👤Requires Humans (2)
- Fight forest fires or perform prescribed burning tasks under the direction of fire suppression officers or forestry technicians.
- Perform fire protection or suppression duties, such as constructing fire breaks or disposing of brush.
⚡AI-Assisted (1)
- Confer with other workers to discuss issues, such as safety, cutting heights, or work needs.
Key Skills Analysis
Critical ThinkingAI-Resistant
Importance: 3.12/5.00
Monitoring
Importance: 3.12/5.00
Reading ComprehensionAI-Vulnerable
Importance: 3.00/5.00
Active Listening
Importance: 3.00/5.00
Speaking
Importance: 3.00/5.00
Active LearningAI-Resistant
Importance: 3.00/5.00
CoordinationAI-Resistant
Importance: 3.00/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.00/5.00
Complex Problem SolvingAI-Resistant
Importance: 2.88/5.00
Time ManagementAI-Resistant
Importance: 2.88/5.00
Social PerceptivenessAI-Resistant
Importance: 2.75/5.00
Operations MonitoringAI-Vulnerable
Importance: 2.75/5.00
WritingAI-Vulnerable
Importance: 2.62/5.00
Learning Strategies
Importance: 2.62/5.00
Operation and Control
Importance: 2.62/5.00
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Frequently Asked Questions
Based on our analysis, Forest and Conservation Workers have a high risk of AI replacement with a score of 67/100. Many routine tasks in this role can be automated, but human oversight remains important.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research