Conservation Scientists

How AI is changing conservation scientists work

4 of 28 measurable main tasks for this job show up in real AI-use data, so we rate it Green (little AI use yet) — 14%. 1 newer task is not in the data yet and left out.

This shows where people already use AI, not whether the job will disappear. How we measure this.

Tasks in this job and recorded AI use

• Identify or recommend integrated weed and pest management strategies (main task) — some recorded AI use
• Review grant applications or make funding recommendations (main task) — some recorded AI use
• Conduct fact-finding or mediation sessions among government units, landowners, or other agencies to resolve disputes (main task) — some recorded AI use
• Plan soil management or conservation practices (main task) — some recorded AI use
• Apply principles of specialized fields of science (main task) — no recorded AI use
• Monitor projects during or after construction to make sure projects conform to design specifications (main task) — no recorded AI use
• Advise land users (main task) — no recorded AI use
• Put in place soil or water management techniques (main task) — no recorded AI use
• Compute design specifications for implementation of conservation practices, using survey or field information, technical guides or engineering manuals (main task) — no recorded AI use
• Gather information from geographic information systems databases or applications to formulate land use recommendations (main task) — no recorded AI use
• Participate on work teams to plan, develop, or put in place programs or policies for improving environmental habitats, wetlands, or groundwater or soil resources (main task) — no recorded AI use
• Compute cost estimates of different conservation practices, based on needs of land users, maintenance requirements, or life expectancy of practices (main task) — no recorded AI use
• Develop or maintain working relationships with local government staff or board members (main task) — no recorded AI use
• Revisit land users to view implemented land use practices or plans (main task) — no recorded AI use
• Visit areas affected by erosion problems to identify causes or determine solutions (main task) — no recorded AI use
• 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 (main task) — no recorded AI use
• Enter local soil, water, or other environmental data into adaptive or Web-based decision tools to identify appropriate analyses or techniques (main task) — no recorded AI use
• Analyze results of investigations to determine measures needed to maintain or restore proper soil management (main task) — no recorded AI use
• Develop, conduct, or participate in surveys, studies, or investigations of various land uses to inform corrective action plans (main task) — no recorded AI use
• Coordinate or put in place technical, financial, or administrative assistance programs for local government units to make sure efficient program implementation or timely responses to requests for assistance (main task) — no recorded AI use
• Respond to complaints or questions on wetland jurisdiction, providing information or clarification (main task) — no recorded AI use
• Compile or interpret biodata to determine extent or type of wetlands or to aid in program formulation (main task) — no recorded AI use
• Review or approve amendments to comprehensive local water plans or conservation district plans (main task) — no recorded AI use
• Review proposed wetland restoration easements or provide technical recommendations (main task) — no recorded AI use
• Develop soil maps (main task) — too new for the AI data
• Manage field offices or involve staff in cooperative ventures (main task) — no recorded AI use
• Start, schedule, or conduct annual audits or compliance checks of program implementation by local government (main task) — no recorded AI use
• Review annual reports of counties, conservation districts, or watershed management organizations, certifying compliance with mandated reporting requirements (main task) — no recorded AI use
• Develop or conduct environmental studies (main task) — no recorded AI use
• Develop water conservation or harvest plans, using weather information systems, irrigation information management systems, or other sources of daily evapotranspiration data — no recorded AI use

Tasks: O*NET 31.0. AI use: Anthropic Economic Index (exact or close text match).

Your first steps (guidance)

1. Week 1: Open a free AI assistant and say hello. Follow our “Getting started with AI” guide. Ask it one simple question about your work.
2. Week 2: Use AI on one task you do often. Try the prompt for: “Identify or recommend integrated weed and pest management strategies”. Try the prompt for: “Review grant applications or make funding recommendations”.

Tick your own tasks above to get a plan based on what you really do. The first 2 weeks are free; Premium (coming soon) adds weeks 3–12. New to AI? Read our beginner’s guide.

Questions about AI and conservation scientists

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