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Automation Risk Analysis

Will “Marine Resource Economist” be Automated?

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AI Exposure Risk

61%

“Marine 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%

“Marine 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

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

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

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

  • Teach courses in environmental economics.

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

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

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

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

  • Identify and recommend environmentally friendly business practices.

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

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

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

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

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

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

  • Monitor or analyze market and environmental trends.

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

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

  • 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.

Technologies & Software

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