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Automation Risk Analysis

Will “Research Associate” be Automated?

Historical Context: Oxford Study (2013)

Ranked #283 of 702. Estimated risk: 44.0%

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AI Exposure Risk

56%

“Research 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

25%

“Research 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 25% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Historians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, analyze, record, and interpret the past as recorded in sources, such as government and institutional records, newspapers and other periodicals, photographs, interviews, films, electronic media, and unpublished manuscripts, such as personal diaries and letters.

Avg. Annual Salary $78,470
Avg. Hourly Wage $37.73
Available Jobs (US) 3,140
Job Title & Hierarchy Code (SOC) Historians #19-3093
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Historians”

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Core Skills & Abilities

  • Teach and conduct research in colleges, universities, museums, and other research agencies and schools.

  • Recommend actions related to historical art, such as which items to add to a collection or which items to display in an exhibit.

  • Edit historical society publications.

  • Present historical accounts in terms of individuals or social, ethnic, political, economic, or geographic groupings.

  • Trace historical development in a particular field, such as social, cultural, political, or diplomatic history.

  • Conduct historical research, and publish or present findings and theories.

  • Determine which topics to research, or pursue research topics specified by clients or employers.

  • Research and prepare manuscripts in support of public programming and the development of exhibits at historic sites, museums, libraries, and archives.

  • Research the history of a particular country or region, or of a specific time period.

  • Conserve and preserve manuscripts, records, and other artifacts.

  • Organize information for publication and for other means of dissemination, such as via storage media or the Internet.

  • Interview people to gather information about historical events and to record oral histories.

  • Advise or consult with individuals and institutions regarding issues such as the historical authenticity of materials or the customs of a specific historical period.

  • Organize data, and analyze and interpret its authenticity and relative significance.

  • Coordinate activities of workers engaged in cataloging and filing materials.

  • Collect detailed information on individuals for use in biographies.

  • Conduct historical research as a basis for the identification, conservation, and reconstruction of historic places and materials.

  • Prepare publications and exhibits, or review those prepared by others, to ensure their historical accuracy.

  • Translate or request translation of reference materials.

  • Gather historical data from sources such as archives, court records, diaries, news files, and photographs, as well as from books, pamphlets, and periodicals.

  • Speak to various groups, organizations, and clubs to promote the aims and activities of historical societies.

Technologies & Software

  • Adobe Photoshop
  • Claude (Anthropic)
  • Adobe Dreamweaver
  • Gemini for Workspace
  • ChatGPT (OpenAI)
  • LinkedIn
  • Microsoft SharePoint
  • Wonderware software
  • Relational database management system RDMS
  • Llama (Meta)
  • Library of Congress digital collections
  • TokenX
  • DeepSeek
  • Microsoft Active Server Pages ASP
  • ProQuest Archive Finder
  • Extensible markup language XML
  • Mistral (Mistral AI)
  • Text mining software
  • Scite AI
  • Archival databases
  • Archives Wiki
  • Corel WordPerfect Office Suite
  • Google Books NGram Viewer
  • ESRI ArcGIS software
  • Smithsonian Institution digital archives
  • Microsoft Access
  • Digital mapping software
  • Consensus
  • ArchiveGrid
  • Scanning software
  • Supervisory control and data acquisition SCADA software
  • Microsoft Excel
  • IBM SPSS Statistics
  • National Archives online databases
  • Gutenberg-e
  • Email software
  • Semantic Scholar AI
  • Microsoft Office software
  • Perplexity AI
  • Mistral AI (chat/models)
  • Adobe InDesign
  • Digital image collections
  • Gemini (Google)
  • Elicit
  • Web browser software
  • Searchable online catalogs
  • QuarkXPress
  • Microsoft Word
  • Qwen (Alibaba)
  • Grok (xAI)
  • National Union Catalog of Manuscript Collections (NUCMC)
  • Adobe Acrobat
  • Structured query language SQL
  • Reference management software
  • Database management systems
  • NotebookLM (Google)
  • Audio editing software
  • Statistical analysis software
  • Web Scrapbook
  • Kimi (Moonshot AI)
  • Page markers
  • Microsoft PowerPoint
  • Geographic information system GIS systems
  • Geographic information system GIS software
  • Nova (Amazon)
  • Microphones
  • Personal computers
  • Laptop computers
  • Microfilm readers
  • Analog-to-digital converters
  • Photocopying equipment
  • Computer laser printers
  • Digital still cameras
  • Microfiche readers
  • Computer inkjet printers
  • Data input scanners
  • Digital audio recorders