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Automation Risk Analysis

Will “Cataloger” be Automated?

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AI Exposure Risk

52%

“Cataloger” 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%

“Cataloger” 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

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

  • Troubleshoot problems with audio-visual equipment.

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

  • Develop library policies and procedures.

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

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

  • 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.

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

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

  • 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.

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

  • Assemble and arrange display materials.

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

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

  • Check books in and out of the library.

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

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

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

  • Respond to customer complaints, taking action as necessary.

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

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

  • 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.

  • 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.

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

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

  • Maintain inventory of audio-visual equipment.

Technologies & Software

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

Alternative Job Titles