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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

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

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

  • Explain economic impact of policies to the public.

  • 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.

  • Review documents written by others.

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

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

  • Supervise research projects and students' study projects.

  • Teach theories, principles, and methods of economics.

  • 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.

  • 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.

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

Technologies & Software

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