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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and institutional records, newspapers and other periodicals, photographs, interviews, films, electronic media, and unpublished manuscripts, such as personal diaries and letters.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

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

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

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

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

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

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

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

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

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

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

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

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

  • Translate or request translation of reference materials.

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

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

  • Collect detailed information on individuals for use in biographies.

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

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

  • Edit historical society publications.

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

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

Technologies & Software

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