SOC 19-4071
Forest and Conservation Technicians
Risk Score
⚠️51/100
Elevated
US Employment
👥31,080
Total workers
Median Wage
💰$54K
$36K – $81K
Projected Growth
📈-3.2%
2023-2033 (BLS)
GenAI Exposure
🤖60/100
High exposure
💡 Forest and Conservation Technicians face a risk score of 51/100 — 7 points above the national average of 44. With 60/100 GenAI exposure, this occupation faces significant pressure from AI tools despite weak projected growth. See our methodology →
💡 Workers in this field earn $54K ($8K above the national median). The 3 recommended career transitions all maintain competitive wages while reducing automation exposure. Explore transition paths →
🔍 AI Impact Analysis
With a risk score of 51/100, Forest and Conservation Technicians faces moderate automation pressure. While tasks like ai-accelerated data analysis and pattern recognition are increasingly handled by AI, the role retains significant human elements. The 31,080 workers in this occupation should focus on strengthening skills in ethical oversight of research involving human subjects and designing novel experiments and research methodologies to stay ahead. The role will likely evolve rather than disappear.
Will AI Replace Forest and Conservation Technicians?
Read our full analysis with verdict, risk factors, safe tasks, and career transition paths →
⚠️ Top Risk Factors
AI-accelerated data analysis and pattern recognition
Automated laboratory instrumentation and workflows
AI literature review and meta-analysis automation
Machine learning models replacing manual hypothesis testing
🛡️ Tasks Safe from Automation
Ethical oversight of research involving human subjects
Designing novel experiments and research methodologies
Interpreting ambiguous results with domain expertise
Fieldwork in unstructured natural environments
📊 vs National Average
National avg: $46K
National avg: 44/100
National avg: 38/100
National avg: 3.7%
🔄 Career Transition Paths
| Occupation | Risk | Wage | Overlap |
|---|---|---|---|
| Social Scientists and Related Workers | 21 | $93K | 75% |
| Political Scientists | 25 | $139K | 82% |
| Occupational Health and Safety Specialists and Technicians | 26 | $79K | 80% |