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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

  • Supervise research projects and students' study projects.

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

  • Teach theories, principles, and methods of economics.

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

  • Explain economic impact of policies to the public.

  • Review documents written by others.

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

  • 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.

  • 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.

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

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

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

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

Technologies & Software

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