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Automation Risk Analysis

Will “Tax 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%

“Tax 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%

“Tax 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

  • Review documents written by others.

  • Teach theories, principles, and methods of economics.

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

  • Supervise research projects and students' study projects.

  • Explain economic impact of policies to the public.

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

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

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

  • 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.

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

  • 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.

  • 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.

Technologies & Software

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