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Automation Risk Analysis

Will “Library Associate” be Automated?

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AI Exposure Risk

52%

“Library 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 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

33%

“Library Associate” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 33% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Librarians and Media Collections Specialists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Administer and maintain libraries or collections of information, for public or private access through reference or borrowing. Work in a variety of settings, such as educational institutions, museums, and corporations, and with various types of informational materials, such as books, periodicals, recordings, films, and databases. Tasks may include acquiring, cataloging, and circulating library materials, and user services such as locating and organizing information, providing instruction on how to access information, and setting up and operating a library's media equipment.

Avg. Annual Salary $69,180
Avg. Hourly Wage $33.26
Available Jobs (US) 131,830
Job Title & Hierarchy Code (SOC) Librarians and Media Collections Specialists #25-4022
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Librarians and Media Collections Specialists”

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Core Skills & Abilities

  • Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions.

  • Maintain hardware and software, including computers, media equipment, scanners, color copiers, and color laser printers.

  • Develop library policies and procedures.

  • Evaluate materials to determine outdated or unused items to be discarded.

  • Plan and deliver client-centered programs and services, such as special services for corporate clients, storytelling for children, newsletters, or programs for special groups.

  • Code, classify, and catalog books, publications, films, audio-visual aids, and other library materials, based on subject matter or standard library classification systems.

  • Assemble and arrange display materials.

  • Engage in professional development activities, such as taking continuing education classes and attending or participating in conferences, workshops, professional meetings, and associations.

  • Respond to customer complaints, taking action as necessary.

  • Set up, adjust, and operate audio-visual equipment, such as cameras, film and slide projectors, and recording equipment, for meetings, events, classes, seminars, and video conferences.

  • Train faculty and media staff on the use of software and audio-visual equipment.

  • Evaluate vendor products and performance, negotiate contracts, and place orders.

  • Troubleshoot problems with audio-visual equipment.

  • Plan and teach classes on topics such as information literacy, library instruction, and technology use.

  • Develop, maintain, and troubleshoot information access aids, such as databases, annotated bibliographies, Web pages, electronic pathfinders, software programs, and online tutorials.

  • Maintain inventory of audio-visual equipment.

  • Direct and train library staff in duties, such as receiving, shelving, researching, cataloging, and equipment use.

  • Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors.

  • Represent library or institution on internal and external committees.

  • Confer with colleagues, faculty, and community members and organizations to conduct informational programs, make collection decisions, and determine library services to offer.

  • Compile lists of books, periodicals, articles, and audio-visual materials on particular subjects.

  • Confer with teachers to select course materials and to determine which training aids are best suited to particular grade levels.

  • Arrange for interlibrary loans of materials not available in a particular library.

  • Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.

  • Locate unusual or unique information in response to specific requests.

  • Teach library patrons basic computer skills, such as searching computerized databases.

  • Check books in and out of the library.

  • Analyze patrons' requests to determine needed information and assist in furnishing or locating that information.

  • Supervise daily library operations, budgeting, planning, and personnel activities, such as hiring, training, scheduling, and performance evaluations.

  • Explain use of library facilities, resources, equipment, and services, and provide information about library policies.

Technologies & Software

  • LexisNexis
  • Microsoft Publisher
  • Claude (Anthropic)
  • Napkin AI
  • Microsoft Visio
  • National Library of Medicine DOCLINE
  • Microsoft Onfolio
  • Gemini (Google)
  • Adobe Acrobat
  • Web browser software
  • Desktop publishing software
  • Facebook
  • Adobe Creative Cloud software
  • QuarkXPress
  • StataCorp Stata
  • Innovative Interfaces Millennium
  • JavaScript
  • Kelowna Software L4U
  • Perplexity AI
  • Microsoft Office software
  • WebClarity Software BookWhere
  • Mistral (Mistral AI)
  • Gemini for Education
  • Adobe Illustrator
  • Classification Web
  • Oracle Java
  • Inmagic TextWorks
  • SmugMug Flickr
  • CATNYP
  • Microsoft Word
  • Electronic Online Systems International EOS.Web
  • Database software
  • askSam Systems SurfSaver
  • RCL Software Media Library Manager
  • National Library of Medicine Medline
  • Apple iMovie
  • WorldCat
  • Autodesk AutoCAD
  • MC2 Systems Auto Librarian
  • Adobe Dreamweaver
  • PrimaSoft PC Small Library Organizer Pro
  • Graphics software
  • Blackboard software
  • HTTrack
  • Drupal
  • Standard generalized markup language SGML
  • Thomson Reuters Westlaw Edge
  • Inmagic Genie
  • Apple Final Cut Pro
  • Learning management system LMS
  • Ex Libris Group Aleph
  • Online databases
  • Saora Keepoint
  • Surpass management system software
  • NotebookLM (Google)
  • Springshare LibGuides
  • Word processing software
  • Adobe Photoshop
  • Grok (xAI)
  • Extensible hypertext markup language XHTML
  • Microsoft Access
  • Qwen (Alibaba)
  • Llama (Meta)
  • Extensible markup language XML
  • MagicSchool AI
  • Microsoft SharePoint
  • SirsiDynix Symphony
  • Wiki software
  • Adobe InDesign
  • Data visualization software
  • Blogging software
  • Microsoft Excel
  • DeepSeek
  • Online Computer Library Center (OCLC) databases
  • CatchTheWeb
  • Kimi (Moonshot AI)
  • Microsoft Windows
  • Infovision Amlib
  • Email software
  • Structured query language SQL
  • Macropool Web Research
  • Adobe After Effects
  • Nova (Amazon)
  • Ex Libris Group Voyager
  • Adobe Premiere Pro
  • Dynix Digital Library
  • ChatGPT (OpenAI)
  • Cascading style sheets CSS
  • Social networking software
  • Really Simple Syndication RSS
  • Duolingo AI
  • Microsoft Outlook
  • Google Workspace software
  • Thomson Scientific Dialog
  • Hypertext markup language HTML
  • Microsoft PowerPoint
  • Zoom
  • Khanmigo (Khan Academy)
  • FileMaker Pro
  • PHP
  • Multimedia projectors
  • Opaque projectors
  • Light boards
  • Large screen projectors
  • Multi-line telephone systems
  • Videoconferencing equipment
  • Audio or video editing systems
  • Motion picture projectors
  • Liquid crystal display LCD projection systems
  • Still cameras
  • Digital cameras
  • Scanners
  • Bookmobiles
  • Microfiche readers
  • Sound boards
  • Video screens
  • Audio presentation systems
  • Claw hammers
  • Slide projectors
  • High speed video duplicators
  • Voltmeters
  • Desktop computers
  • Public address PA systems
  • Laptop computers
  • Compact disk CD players
  • Overhead display projectors
  • Digital video disk DVD players
  • Digital camcorders
  • Personal computers
  • Video cassette recorders VCR
  • Microfilm printers
  • Film projectors
  • Television monitors
  • Wireless microphones
  • Screwdrivers
  • Cash registers
  • Barcode scanners
  • Microfilm readers
  • Audio tape players
  • Photocopying equipment
  • Portable amplifiers

Alternative Job Titles