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Automation Risk Analysis

Will “Resource Planning 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%

“Resource Planning 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%

“Resource Planning 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

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

  • 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.

  • 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.

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

  • Explain economic impact of policies to the public.

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

  • Review documents written by others.

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

  • Teach theories, principles, and methods of economics.

Technologies & Software

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