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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

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

  • Identify and recommend environmentally friendly business practices.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Monitor or analyze market and environmental trends.

  • Teach courses in environmental economics.

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

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

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

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

Technologies & Software

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