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Automation Risk Analysis

Will “Environmental Economist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #282 of 702. Estimated risk: 43.0%

Directly assessed by researchers as unlikely to be automatable
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AI Exposure Risk

63%

“Environmental 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 63% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

15%

“Environmental 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 15% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Economists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct research, prepare reports, or formulate plans to address economic problems related to the production and distribution of goods and services or monetary and fiscal policy. May collect and process economic and statistical data using sampling techniques and econometric methods.

Avg. Annual Salary $130,910
Avg. Hourly Wage $62.94
Available Jobs (US) 15,880
Job Title & Hierarchy Code (SOC) Economists #19-3011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Economists”

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Core Skills & Abilities

  • Teach theories, principles, and methods of economics.

  • Provide advice and consultation on economic relationships to businesses, public and private agencies, and other employers.

  • Review documents written by others.

  • Provide litigation support, such as writing reports for expert testimony or testifying as an expert witness.

  • Forecast production and consumption of renewable resources and supply, consumption, and depletion of non-renewable resources.

  • Study economic and statistical data in area of specialization, such as finance, labor, or agriculture.

  • Supervise research projects and students' study projects.

  • Testify at regulatory or legislative hearings concerning the estimated effects of changes in legislation or public policy, and present recommendations based on cost-benefit analyses.

  • Develop economic guidelines and standards, and prepare points of view used in forecasting trends and formulating economic policy.

  • Compile, analyze, and report data to explain economic phenomena and forecast market trends, applying mathematical models and statistical techniques.

  • Conduct research on economic issues, and disseminate research findings through technical reports or scientific articles in journals.

  • Explain economic impact of policies to the public.

  • Study the socioeconomic impacts of new public policies, such as proposed legislation, taxes, services, and regulations.

  • Formulate recommendations, policies, or plans to solve economic problems or to interpret markets.

Technologies & Software

  • Minitab
  • Grok (xAI)
  • Camfit Data Limited Microfit
  • Insightful S-PLUS
  • LaTeX
  • ESRI ArcView
  • TreeAge Software TreeAge Pro
  • Microsoft Outlook
  • Corel QuattroPro
  • IBM SPSS Statistics
  • Mistral AI (chat/models)
  • Formula translation/translator FORTRAN
  • UNIX
  • Maplesoft Maple
  • Microsoft Word
  • Microsoft SQL Server
  • Gemini for Workspace
  • Llama (Meta)
  • Python
  • Structured query language SQL
  • Semantic Scholar AI
  • Mozilla Firefox
  • MediaWiki
  • Oracle Java
  • Claude (Anthropic)
  • Timberlake Consultants OxMetrics
  • NotebookLM (Google)
  • Corel WordPerfect Office Suite
  • Aptech Systems GAUSS
  • MySQL
  • Teradata Database
  • DeepSeek
  • R
  • The MathWorks MATLAB
  • Microsoft Visual Basic for Applications VBA
  • Estima Regression Analysis of Time Series RATS
  • Microsoft Power BI
  • Estimates Delivery System EDS
  • Gemini (Google)
  • Microsoft PowerPoint
  • Mistral (Mistral AI)
  • Global Insight AREMOS
  • Tableau
  • C++
  • Quantitative Micro Software EViews
  • StataCorp Stata
  • Web browser software
  • Elicit
  • Nova (Amazon)
  • Palisade @Risk
  • Microsoft Excel
  • Mathsoft Mathcad
  • Microsoft Access
  • ChatGPT (OpenAI)
  • Microsoft Internet Explorer
  • Kimi (Moonshot AI)
  • Wolfram Research Mathematica
  • Microsoft Office software
  • MacKichan Software Scientific Notebook
  • SAS
  • Scite AI
  • Qwen (Alibaba)
  • Microsoft Visual C# .NET
  • Consensus
  • Econometric Software LIMDEP
  • Perplexity AI
  • Statistical software
  • UNIX Shell
  • Microsoft Visual Basic
  • IBM Lotus 1-2-3
  • Personal computers
  • Maintrame computers
  • 10-key calculators
  • Desktop computers
  • Data scanners
  • Laptop computers