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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

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

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

  • Teach courses in environmental economics.

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

  • 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.

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

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

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

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

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

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

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

  • Monitor or analyze market and environmental trends.

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

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

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

Technologies & Software

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