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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

  • Maintain current knowledge of government policy decisions.

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

  • Identify issues for research and analysis.

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

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

  • Serve on committees.

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

  • Forecast political, economic, and social trends.

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

  • Teach political science.

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

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

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

  • Advise political science students.

Technologies & Software

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