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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

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

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

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

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

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

  • Evaluate materials to determine outdated or unused items to be discarded.

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

  • Represent library or institution on internal and external committees.

  • Maintain inventory of audio-visual equipment.

  • 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.

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

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

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

  • Troubleshoot problems with audio-visual equipment.

  • Assemble and arrange display materials.

  • Check books in and out of the library.

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

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

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

  • 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.

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

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

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

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

  • 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.

  • Respond to customer complaints, taking action as necessary.

Technologies & Software

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

Alternative Job Titles