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Automation Risk Analysis

Will “Agricultural 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%

“Agricultural 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%

“Agricultural 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.

  • Supervise research projects and students' study projects.

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

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

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

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

  • Explain economic impact of policies to the public.

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

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

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

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

  • 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.

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

  • Review documents written by others.

Technologies & Software

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