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Automation Risk Analysis

Will “Environmental Economist” be Automated?

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AI Exposure Risk

61%

“Environmental 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%

“Environmental 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

  • 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.

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

  • Monitor or analyze market and environmental trends.

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

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

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

  • 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.

  • 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.

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

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

  • Teach courses in environmental economics.

  • Identify and recommend environmentally friendly business practices.

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

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

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

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

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

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

Technologies & Software

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