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Automation Risk Analysis

Will “Policy Associate” be Automated?

Historical Context: Oxford Study (2013)

Ranked #125 of 702. Estimated risk: 3.9%

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AI Exposure Risk

58%

“Policy Associate” 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

19%

“Policy Associate” 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 19% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Political Scientists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Study the origin, development, and operation of political systems. May study topics, such as public opinion, political decisionmaking, and ideology. May analyze the structure and operation of governments, as well as various political entities. May conduct public opinion surveys, analyze election results, or analyze public documents.

Avg. Annual Salary $137,600
Avg. Hourly Wage $66.15
Available Jobs (US) 5,950
Job Title & Hierarchy Code (SOC) Political Scientists #19-3094
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Political Scientists”

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Core Skills & Abilities

  • Evaluate programs and policies, and make related recommendations to institutions and organizations.

  • Disseminate research results through academic publications, written reports, or public presentations.

  • Write drafts of legislative proposals, and prepare speeches, correspondence, and policy papers for governmental use.

  • Identify issues for research and analysis.

  • Serve on committees.

  • Consult with and advise government officials, civic bodies, research agencies, the media, political parties, and others concerned with political issues.

  • Advise political science students.

  • Maintain current knowledge of government policy decisions.

  • Forecast political, economic, and social trends.

  • Interpret and analyze policies, public issues, legislation, or the operations of governments, businesses, and organizations.

  • Develop and test theories, using information from interviews, newspapers, periodicals, case law, historical papers, polls, or statistical sources.

  • Teach political science.

  • Collect, analyze, and interpret data, such as election results and public opinion surveys, reporting on findings, recommendations, and conclusions.

  • Provide media commentary or criticism related to public policy and political issues and events.

Technologies & Software

  • DataMystic TextPipe Pro
  • Adobe Acrobat
  • Microsoft Word
  • Data visualization software
  • Qwen (Alibaba)
  • Llama (Meta)
  • Perplexity AI
  • Email software
  • Microsoft Office software
  • Microsoft Outlook
  • Semantic Scholar AI
  • Europa World Plus
  • SAP software
  • Gale Expanded Academic ASAP PLUS
  • Claude (Anthropic)
  • Microsoft SharePoint
  • NotebookLM (Google)
  • IBM SPSS Statistics
  • WinBUGS
  • Kimi (Moonshot AI)
  • JudgeIt II
  • DeepSeek
  • Python
  • CQ Press Political Reference Suite
  • ProQuest Worldwide Political Science Abstracts
  • Nova (Amazon)
  • Microsoft Active Server Pages ASP
  • R
  • Microsoft PowerPoint
  • Consensus
  • Microsoft Visio
  • Interuniversity Consortium for Political and Social Research (ICPSR) database
  • Library of Congress E-resources Online Catalog
  • EBSCO Publishing Academic Search Premier
  • EBSCO Publishing Political Science Complete
  • Elicit
  • ProQuest Public Affairs Information Service (PAIS) database
  • Bare Bones Software BBEdit
  • Mistral AI (chat/models)
  • SAS
  • Microsoft Access
  • StataCorp Stata
  • Microsoft Excel
  • Microsoft Publisher
  • JSTOR database
  • FedStats
  • Tableau
  • Gemini for Workspace
  • Scite AI
  • Mistral (Mistral AI)
  • ChatGPT (OpenAI)
  • Grok (xAI)
  • Word processing software
  • Structure query language SQL
  • Sage Reference Online
  • IDM Computer Solutions UltraEdit
  • Oxford Reference Online
  • Gemini (Google)
  • Conference phones
  • Digital video disk DVD players
  • Overhead display projectors
  • Laptop computers
  • Desktop computers
  • Digital audio recorders
  • Handheld calculators