SOC 19-1031
Conservation Scientists
Risk Score
⚠️36/100
Moderate
US Employment
👥25,590
Total workers
Median Wage
💰$68K
$45K – $108K
Projected Growth
📈+3.4%
2023-2033 (BLS)
GenAI Exposure
🤖75/100
High exposure
💡 Conservation Scientists face a risk score of 36/100 — 8 points below the national average of 44. With 75/100 GenAI exposure, this occupation faces significant pressure from AI tools despite strong projected growth. See our methodology →
💡 Workers in this field earn $68K ($22K 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 36/100, Conservation Scientists faces moderate automation pressure. While tasks like robotic sample preparation and experimentation are increasingly handled by AI, the role retains significant human elements. The 25,590 workers in this occupation should focus on strengthening skills in fieldwork in unstructured natural environments and interpreting ambiguous results with domain expertise to stay ahead. The role will likely evolve rather than disappear.
Will AI Replace Conservation Scientists?
Read our full analysis with verdict, risk factors, safe tasks, and career transition paths →
⚠️ Top Risk Factors
Robotic sample preparation and experimentation
AI literature review and meta-analysis automation
Machine learning models replacing manual hypothesis testing
🛡️ Tasks Safe from Automation
Fieldwork in unstructured natural environments
Interpreting ambiguous results with domain expertise
Ethical oversight of research involving human subjects
Collaborative scientific discourse and peer review
📊 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% |