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Automation Risk Analysis

Will “Bibliographer” be Automated?

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AI Exposure Risk

52%

“Bibliographer” 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%

“Bibliographer” 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

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

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

  • Develop library policies and procedures.

  • Respond to customer complaints, taking action as necessary.

  • 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.

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

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

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

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

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

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

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

  • Evaluate materials to determine outdated or unused items to be discarded.

  • Assemble and arrange display materials.

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

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

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

  • 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.

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

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

  • Check books in and out of the library.

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

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

  • Troubleshoot problems with audio-visual equipment.

  • Represent library or institution on internal and external committees.

  • Maintain inventory of audio-visual equipment.

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

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

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

Technologies & Software

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

Alternative Job Titles