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Automation Risk Analysis

Will “Energy Economist” be Automated?

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AI Exposure Risk

61%

“Energy 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%

“Energy 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

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

  • 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.

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

  • 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.

  • 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.

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

  • Teach courses in environmental economics.

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

  • 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.

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

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

  • Identify and recommend environmentally friendly business practices.

  • Monitor or analyze market and environmental trends.

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

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

Technologies & Software

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