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Automation Risk Analysis

Will “Home 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%

“Home 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%

“Home 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

  • Supervise research projects and students' study projects.

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

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

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

  • 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.

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

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

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

  • Teach theories, principles, and methods of economics.

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

  • Review documents written by others.

  • Explain economic impact of policies to the public.

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

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

Technologies & Software

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