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Automation Risk Analysis

Will “Legislative Affairs Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #125 of 702. Estimated risk: 3.9%

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AI Exposure Risk

58%

“Legislative Affairs Specialist” 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%

“Legislative Affairs Specialist” 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

  • Forecast political, economic, and social trends.

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

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

  • Teach political science.

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

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

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

  • Serve on committees.

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

  • Maintain current knowledge of government policy decisions.

  • Identify issues for research and analysis.

  • Advise political science students.

Technologies & Software

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