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Automation Risk Analysis

Will “Natural Resource Economist” be Automated?

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AI Exposure Risk

61%

“Natural Resource Economist” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 61% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

18%

“Natural Resource Economist” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 18% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Environmental Economists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct economic analysis related to environmental protection and use of the natural environment, such as water, air, land, and renewable energy resources. Evaluate and quantify benefits, costs, incentives, and impacts of alternative options using economic principles and statistical techniques.

Job Title & Hierarchy Code (SOC) Environmental Economists #19-3011.01
ℹ️

Data is based on the reference occupation: “Environmental Economists”

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Core Skills & Abilities

  • Develop systems for collecting, analyzing, and interpreting environmental and economic data.

  • Collect and analyze data to compare the environmental implications of economic policy or practice alternatives.

  • Write research proposals and grant applications to obtain private or public funding for environmental and economic studies.

  • Conduct research to study the relationships among environmental problems and patterns of economic production and consumption.

  • Develop programs or policy recommendations to promote sustainability and sustainable development.

  • Develop economic models, forecasts, or scenarios to predict future economic and environmental outcomes.

  • Conduct research on economic and environmental topics, such as alternative fuel use, public and private land use, soil conservation, air and water pollution control, and endangered species protection.

  • Prepare and deliver presentations to communicate economic and environmental study results, to present policy recommendations, or to raise awareness of environmental consequences.

  • Perform complex, dynamic, and integrated mathematical modeling of ecological, environmental, or economic systems.

  • Develop environmental research project plans, including information on budgets, goals, deliverables, timelines, and resource requirements.

  • Interpret indicators to ascertain the overall health of an environment.

  • Write technical documents or academic articles to communicate study results or economic forecasts.

  • Identify and recommend environmentally friendly business practices.

  • Assess the costs and benefits of various activities, policies, or regulations that affect the environment or natural resource stocks.

  • Write social, legal, or economic impact statements to inform decision makers for natural resource policies, standards, or programs.

  • Develop programs or policy recommendations to achieve environmental goals in cost-effective ways.

  • Demonstrate or promote the economic benefits of sound environmental regulations.

  • Examine the exhaustibility of natural resources or the long-term costs of environmental rehabilitation.

  • Monitor or analyze market and environmental trends.

  • Teach courses in environmental economics.

Technologies & Software

  • MySQL
  • Claude (Anthropic)
  • Econometric Software LIMDEP
  • Llama (Meta)
  • C
  • DeepSeek
  • Perplexity AI
  • Tableau
  • Microsoft Office software
  • C#
  • Insightful S-PLUS
  • Elicit
  • Python
  • Mistral AI (chat/models)
  • Consensus
  • Camfit Data Limited Microfit
  • Quantitative Micro Software EViews
  • Microsoft Visual Basic
  • Microsoft PowerPoint
  • Global Insight AREMOS
  • Structure query language SQL
  • Formula translation/translator FORTRAN
  • Estima Regression Analysis of Time Series RATS
  • Aptech Systems GAUSS
  • Qwen (Alibaba)
  • SAS
  • Mistral (Mistral AI)
  • ChatGPT (OpenAI)
  • Microsoft Excel
  • Wolfram Research Mathematica
  • Gemini for Workspace
  • Web browser software
  • Kimi (Moonshot AI)
  • ESRI ArcGIS software
  • Geographic information system GIS software
  • Gemini (Google)
  • Semantic Scholar AI
  • Microsoft Word
  • Microsoft SQL Server
  • NotebookLM (Google)
  • Microsoft Visual Basic for Applications VBA
  • Microsoft Visual Studio
  • General algebraic modeling system GAMS
  • StataCorp Stata
  • C++
  • The MathWorks MATLAB
  • Grok (xAI)
  • Minitab
  • Scite AI
  • Microsoft Access
  • IBM SPSS Statistics
  • Microsoft Outlook
  • Nova (Amazon)
  • Laptop computers
  • Mainframe computers
  • Personal computers
  • Desktop computers
  • Computer data input scanners
  • 10-key calculators