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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

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

  • 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.

  • Check books in and out of the library.

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

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

  • 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.

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

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

  • Troubleshoot problems with audio-visual equipment.

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

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

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

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

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

  • Develop library policies and procedures.

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

  • Maintain inventory of 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.

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

  • Evaluate materials to determine outdated or unused items to be discarded.

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

  • Assemble and arrange display materials.

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

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

  • Represent library or institution on internal and external committees.

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

  • 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.

Technologies & Software

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

Alternative Job Titles