Conservation professionals
Conservation professionals are responsible for ensuring that landscapes, habitats and species are protected and enhanced via appropriate management and conservation. They promote public understanding and awareness of the natural environment and help to develop and implement appropriate policies to achieve these objectives.
- Employees (UK)
- 16k
- Median annual pay
- £37,949
- Exposure score ?
- 0.6/10 Minimal 9.0/10 Very high strict reading, with tools is 9.0/10 with-tools reading, strict is 0.6/10
- Wage exposure
- £36m £546m
Higher exposure than 29% of the 379 UK occupations we scored.
What this score means.
Most of this role's work is still hard for AI: physical presence, practised skill, judgement in context and direct care, the things that do not turn into text.
If you are in this role
Nothing here is under pressure today, but the frontier moves. Learn enough to direct AI at the paperwork around the job. People in hands-on roles who can do that become unusually useful inside their organisations.
Almost every routine task in this role is within reach of today's models. Roles like this are being rebuilt, usually not by disappearing but by one person using AI to produce what several did.
If you are in this role
Be the person doing the rebuilding. People who learn to run this kind of work with AI become very valuable, and the ones who wait tend to have the change made for them.
Where the work usually starts.
This role's strict reading is low because its top tasks are judgement, not drafting. The three highest-stakes tasks below are still usually where the work starts. Switch to With tools to see what AI plus the right context can take on.
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Identify environmental impacts caused by products, systems, or projects.
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Identify or develop strategies or methods to minimize the environmental impact of industrial production processes.
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Analyze changes designed to improve the environmental performance of complex systems and avoid unintended negative consequences.
These are the most important tasks AI can already handle when paired with the right tools and context. The first wins usually come from building workflows around them. That is the difference between a model that could do the job and one that actually does it inside your business.
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Identify environmental impacts caused by products, systems, or projects.
-
Identify or develop strategies or methods to minimize the environmental impact of industrial production processes.
-
Analyze changes designed to improve the environmental performance of complex systems and avoid unintended negative consequences.
Every role has three or four places like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days.
Every task in the role.
Every O*NET task for this occupation, split by what AI can do unaided and what still needs a person. Importance is O*NET's 1 to 5 rating of how central each task is.
Tasks via O*NET "Industrial Ecologists" (19-2041.03).
What AI can already do
2 of 38 tasks, unaided
Prepare technical and research reports, such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public.
Create complex and dynamic mathematical models of population, community, or ecological systems.
What still needs a person
36 of 38 tasks
Identify environmental impacts caused by products, systems, or projects.
Identify or develop strategies or methods to minimize the environmental impact of industrial production processes.
Analyze changes designed to improve the environmental performance of complex systems and avoid unintended negative consequences.
Conduct environmental sustainability assessments, using material flow analysis (MFA) or substance flow analysis (SFA) techniques.
Identify sustainable alternatives to industrial or waste-management practices.
Review research literature to maintain knowledge on topics related to industrial ecology, such as physical science, technology, economy, and public policy.
Redesign linear, or open-loop, systems into cyclical, or closed-loop, systems so that waste products become inputs for new processes, modeling natural ecosystems.
Examine local, regional, or global use and flow of materials or energy in industrial production processes.
Monitor the environmental impact of development activities, pollution, or land degradation.
Build and maintain databases of information about energy alternatives, pollutants, natural environments, industrial processes, and other information related to ecological change.
Perform analyses to determine how human behavior can affect, and be affected by, changes in the environment.
Recommend methods to protect the environment or minimize environmental damage from industrial production practices.
Translate the theories of industrial ecology into eco-industrial practices.
Develop alternative energy investment scenarios to compare economic and environmental costs and benefits.
Carry out environmental assessments in accordance with applicable standards, regulations, or laws.
Examine societal issues and their relationship with both technical systems and the environment.
Plan or conduct field research on topics such as industrial production, industrial ecology, population ecology, and environmental production or sustainability.
Evaluate the effectiveness of industrial ecology programs, using statistical analysis and applications.
Forecast future status or condition of ecosystems, based on changing industrial practices or environmental conditions.
Review industrial practices, such as the methods and materials used in construction or production, to identify potential liabilities and environmental hazards.
Apply new or existing research about natural ecosystems to understand economic and industrial systems in the context of the environment.
Prepare plans to manage renewable resources.
Identify or compare the component parts or relationships between the parts of industrial, social, and natural systems.
Plan or conduct studies of the ecological implications of historic or projected changes in industrial processes or development.
Research sources of pollution to determine environmental impact or to develop methods of pollution abatement or control.
Perform environmentally extended input-output (EE I-O) analyses.
Promote use of environmental management systems (EMS) to reduce waste or to improve environmentally sound use of natural resources.
Develop or test protocols to monitor ecosystem components and ecological processes.
Investigate the impact of changed land management or land use practices on ecosystems.
Research environmental effects of land and water use to determine methods of improving environmental conditions or increasing outputs, such as crop yields.
Provide industrial managers with technical materials on environmental issues, regulatory guidelines, or compliance actions.
Conduct applied research on the effects of industrial processes on the protection, restoration, inventory, monitoring, or reintroduction of species to the natural environment.
Conduct scientific protection, mitigation, or restoration projects to prevent resource damage, maintain the integrity of critical habitats, and minimize the impact of human activities.
Investigate accidents affecting the environment to assess ecological impact.
Conduct analyses to determine the maximum amount of work that can be accomplished for a given amount of energy in a system, such as industrial production systems and waste treatment systems.
Investigate the adaptability of various animal and plant species to changed environmental conditions.
Tasks via O*NET "Industrial Ecologists" (19-2041.03).
What AI can already do
38 of 38 tasks, with tools
Identify environmental impacts caused by products, systems, or projects.
Identify or develop strategies or methods to minimize the environmental impact of industrial production processes.
Analyze changes designed to improve the environmental performance of complex systems and avoid unintended negative consequences.
Conduct environmental sustainability assessments, using material flow analysis (MFA) or substance flow analysis (SFA) techniques.
Identify sustainable alternatives to industrial or waste-management practices.
Review research literature to maintain knowledge on topics related to industrial ecology, such as physical science, technology, economy, and public policy.
Redesign linear, or open-loop, systems into cyclical, or closed-loop, systems so that waste products become inputs for new processes, modeling natural ecosystems.
Prepare technical and research reports, such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public.
Examine local, regional, or global use and flow of materials or energy in industrial production processes.
Monitor the environmental impact of development activities, pollution, or land degradation.
Build and maintain databases of information about energy alternatives, pollutants, natural environments, industrial processes, and other information related to ecological change.
Perform analyses to determine how human behavior can affect, and be affected by, changes in the environment.
Recommend methods to protect the environment or minimize environmental damage from industrial production practices.
Translate the theories of industrial ecology into eco-industrial practices.
Develop alternative energy investment scenarios to compare economic and environmental costs and benefits.
Carry out environmental assessments in accordance with applicable standards, regulations, or laws.
Examine societal issues and their relationship with both technical systems and the environment.
Plan or conduct field research on topics such as industrial production, industrial ecology, population ecology, and environmental production or sustainability.
Create complex and dynamic mathematical models of population, community, or ecological systems.
Evaluate the effectiveness of industrial ecology programs, using statistical analysis and applications.
Forecast future status or condition of ecosystems, based on changing industrial practices or environmental conditions.
Review industrial practices, such as the methods and materials used in construction or production, to identify potential liabilities and environmental hazards.
Apply new or existing research about natural ecosystems to understand economic and industrial systems in the context of the environment.
Prepare plans to manage renewable resources.
Identify or compare the component parts or relationships between the parts of industrial, social, and natural systems.
Plan or conduct studies of the ecological implications of historic or projected changes in industrial processes or development.
Research sources of pollution to determine environmental impact or to develop methods of pollution abatement or control.
Perform environmentally extended input-output (EE I-O) analyses.
Promote use of environmental management systems (EMS) to reduce waste or to improve environmentally sound use of natural resources.
Develop or test protocols to monitor ecosystem components and ecological processes.
Investigate the impact of changed land management or land use practices on ecosystems.
Research environmental effects of land and water use to determine methods of improving environmental conditions or increasing outputs, such as crop yields.
Provide industrial managers with technical materials on environmental issues, regulatory guidelines, or compliance actions.
Conduct applied research on the effects of industrial processes on the protection, restoration, inventory, monitoring, or reintroduction of species to the natural environment.
Conduct scientific protection, mitigation, or restoration projects to prevent resource damage, maintain the integrity of critical habitats, and minimize the impact of human activities.
Investigate accidents affecting the environment to assess ecological impact.
Conduct analyses to determine the maximum amount of work that can be accomplished for a given amount of energy in a system, such as industrial production systems and waste treatment systems.
Investigate the adaptability of various animal and plant species to changed environmental conditions.
What still needs a person
0 of 38 tasks
When AI is paired with workflow tools, every task in this role is reachable. That doesn't mean the role disappears, it means almost all the routine surface area can be compressed.
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Related occupations.
Other roles in Professional occupations, and roles close by exposure.
What it means for your sector.
This role's score comes from Eloundou et al's 2023 task labels, weighted by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 through ISCO-08 (the ONS coding index) and US SOC 2010 (the BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional, which covers employees only.
Back to the mapMethodologySources (PDF)Built 29 April 2026
Pictures
- "Census pantograph and 1930s keypunches" by U.S. Census Bureau employees, public domain, via Wikimedia Commons
- "Shepard Barclay, St. Louis lawyer, in his office" by Missouri Historical Society via DPLA, no known copyright restrictions, via Wikimedia Commons
- "Accountant's Office LCCN2016824374" by National Photo Company Collection, public domain, via Wikimedia Commons
- "Employment service in Oulu in the spring 1931" by Finnish Heritage Agency (Museovirasto), CC BY 4.0, via Wikimedia Commons