Science & ResearchO*NET: 19-1031.00
Will AI Replace Conservation Scientists?
Manage, improve, and protect natural resources to maximize their use without damaging the environment. May conduct soil surveys and develop plans to eliminate soil erosion or to protect rangelands. May instruct farmers, agricultural production managers, or ranchers in best ways to use crop rotation, contour plowing, or terracing to conserve soil and water; in the number and kind of livestock and forage plants best suited to particular ranges; and in range and farm improvements, such as fencing and reservoirs for stock watering.
33out of 100
Low Risk
AI Risk Score
33/100
Risk Level
Low
Job Zone
4/5
Advanced
Total Tasks Analyzed
29
🤖 What AI Can Do
- â–¸Compute design specifications for implementation of conservation practices, using survey or field information, technical guides or engineering manuals.
- â–¸Gather information from geographic information systems (GIS) databases or applications to formulate land use recommendations.
- â–¸Compute cost estimates of different conservation practices, based on needs of land users, maintenance requirements, or life expectancy of practices.
- â–¸Enter local soil, water, or other environmental data into adaptive or Web-based decision tools to identify appropriate analyses or techniques.
- â–¸Respond to complaints or questions on wetland jurisdiction, providing information or clarification.
- â–¸Compile or interpret biodata to determine extent or type of wetlands or to aid in program formulation.
👤 What Requires Humans
- â–¸Monitor projects during or after construction to ensure projects conform to design specifications.
- â–¸Advise land users, such as farmers or ranchers, on plans, problems, or alternative conservation solutions.
- â–¸Provide information, knowledge, expertise, or training to government agencies at all levels to solve water or soil management problems or to assure coordination of resource protection activities.
Task Breakdown
🤖AI Can Automate (11)
- Compute design specifications for implementation of conservation practices, using survey or field information, technical guides or engineering manuals.
- Gather information from geographic information systems (GIS) databases or applications to formulate land use recommendations.
- Compute cost estimates of different conservation practices, based on needs of land users, maintenance requirements, or life expectancy of practices.
- Enter local soil, water, or other environmental data into adaptive or Web-based decision tools to identify appropriate analyses or techniques.
- Respond to complaints or questions on wetland jurisdiction, providing information or clarification.
- Compile or interpret biodata to determine extent or type of wetlands or to aid in program formulation.
- Review or approve amendments to comprehensive local water plans or conservation district plans.
- Review proposed wetland restoration easements or provide technical recommendations.
- Initiate, schedule, or conduct annual audits or compliance checks of program implementation by local government.
- Review annual reports of counties, conservation districts, or watershed management organizations, certifying compliance with mandated reporting requirements.
- Review grant applications or make funding recommendations.
👤Requires Humans (3)
- Monitor projects during or after construction to ensure projects conform to design specifications.
- Advise land users, such as farmers or ranchers, on plans, problems, or alternative conservation solutions.
- Provide information, knowledge, expertise, or training to government agencies at all levels to solve water or soil management problems or to assure coordination of resource protection activities.
âš¡AI-Assisted (15)
- Apply principles of specialized fields of science, such as agronomy, soil science, forestry, or agriculture, to achieve conservation objectives.
- Plan soil management or conservation practices, such as crop rotation, reforestation, permanent vegetation, contour plowing, or terracing, to maintain soil or conserve water.
- Implement soil or water management techniques, such as nutrient management, erosion control, buffers, or filter strips, in accordance with conservation plans.
- Participate on work teams to plan, develop, or implement programs or policies for improving environmental habitats, wetlands, or groundwater or soil resources.
- Develop or maintain working relationships with local government staff or board members.
- Revisit land users to view implemented land use practices or plans.
- Visit areas affected by erosion problems to identify causes or determine solutions.
- Analyze results of investigations to determine measures needed to maintain or restore proper soil management.
Key Skills Analysis
Reading ComprehensionAI-Vulnerable
Importance: 3.88/5.00
Active Listening
Importance: 3.88/5.00
Speaking
Importance: 3.62/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.62/5.00
WritingAI-Vulnerable
Importance: 3.50/5.00
Science
Importance: 3.50/5.00
Critical ThinkingAI-Resistant
Importance: 3.50/5.00
Active LearningAI-Resistant
Importance: 3.25/5.00
Monitoring
Importance: 3.25/5.00
Social PerceptivenessAI-Resistant
Importance: 3.25/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.25/5.00
Time ManagementAI-Resistant
Importance: 3.25/5.00
MathematicsAI-Vulnerable
Importance: 3.12/5.00
CoordinationAI-Resistant
Importance: 3.12/5.00
PersuasionAI-Resistant
Importance: 3.12/5.00
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Frequently Asked Questions
Based on our analysis, Conservation Scientists have a low risk of AI replacement with a score of 33/100. This role requires significant human skills like creativity, empathy, and complex decision-making that AI cannot easily replicate.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research