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Automation Risk Analysis

Will “Environmental Protection Economist” be Automated?

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AI Exposure Risk

61%

“Environmental Protection 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 Protection 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

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

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

  • 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 achieve environmental goals in cost-effective ways.

  • Monitor or analyze market and environmental trends.

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

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

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

  • 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.

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

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

  • Teach courses in environmental economics.

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

  • 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.

  • Identify and recommend environmentally friendly business practices.

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

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

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

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

Technologies & Software

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