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Automation Risk Analysis

Will “Ecological Economist” be Automated?

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AI Exposure Risk

61%

“Ecological 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%

“Ecological 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

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

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

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

  • 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.

  • 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.

  • 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.

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

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

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

  • Teach courses in environmental economics.

  • Identify and recommend environmentally friendly business practices.

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

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

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

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

  • Monitor or analyze market and environmental trends.

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

Technologies & Software

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