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Automation Risk Analysis

Will “Policy Advisor” 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%

“Policy Advisor” 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%

“Policy Advisor” 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

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

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

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

  • Review documents written by others.

  • Explain economic impact of policies to the public.

  • Teach theories, principles, and methods of economics.

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

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

  • 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.

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

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

  • Supervise research projects and students' study projects.

Technologies & Software

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