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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.

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

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

  • Represent library or institution on internal and external committees.

  • Check books in and out of the library.

  • Assemble and arrange display materials.

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

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

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

  • 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.

  • Maintain inventory of audio-visual equipment.

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

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

  • Develop library policies and procedures.

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

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

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

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

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

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

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

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

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

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

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

  • Respond to customer complaints, taking action as necessary.

  • Troubleshoot problems with audio-visual equipment.

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

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

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

Technologies & Software

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

Alternative Job Titles