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Automation Risk Analysis

Will “Environment and Natural Resources Economics Researcher” be Automated?

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AI Exposure Risk

61%

“Environment and Natural Resources Economics Researcher” 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%

“Environment and Natural Resources Economics Researcher” 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 environmental research project plans, including information on budgets, goals, deliverables, timelines, and resource requirements.

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

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

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

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

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

  • Teach courses in environmental economics.

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

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

  • 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.

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

  • Identify and recommend environmentally friendly business practices.

  • 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.

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

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

  • Monitor or analyze market and environmental trends.

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

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

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

Technologies & Software

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