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Automation Risk Analysis

Will “Revenue Research Analyst” 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%

“Revenue Research Analyst” 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%

“Revenue Research Analyst” 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

  • Explain economic impact of policies to the public.

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

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

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

  • Review documents written by others.

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

  • 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.

  • 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.

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

  • Teach theories, principles, and methods of economics.

  • 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.

  • Supervise research projects and students' study projects.

Technologies & Software

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