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Automation Risk Analysis

Will “Resource Economist” be Automated?

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AI Exposure Risk

61%

“Resource 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%

“Resource 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 systems for collecting, analyzing, and interpreting environmental and economic data.

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

  • Identify and recommend environmentally friendly business practices.

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

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

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

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

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

  • Teach courses in environmental economics.

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

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

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

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

  • Monitor or analyze market and environmental trends.

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

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

Technologies & Software

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